To begin, let’s explore the function we created to run all of this statistical analysis:
mysubsetMDS <- function(x){
mysubset <- df %>%
select(starts_with(x))
meta <- metaMDS(mysubset)
MDS_df <- data.frame(MDS1=meta$points[,1],MDS2=meta$points[,2]) %>%
cbind(demo)
return(MDS_df)
}
In English, this function allows us to run the MDS according to
each subset of demographic and each subset of question type that we
want. Obviously, in this page, we are exploring Gender.
Let’s explore the science identity subset of questions first. Running
our function we created and plotting it, we are left with this image of
the plot:
This is
great and all, but let’s run an adonis test to see if there is a
significant difference in how different genders responded to science
identity questions:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.2514 0.062850 1.9936 0.02532 0.13
## Residuals 307 9.6785 0.031526 0.97468
## Total 311 9.9299 1.00000
##
## $call
## adonis(formula = si ~ demo$gender)
##
## $coefficients
## si1 si2 si3 si4 si5
## (Intercept) 3.7343318 4.04510532 3.4017610 3.4605922 3.8791868
## demo$gender1 -0.6017352 -0.60864123 -0.6117058 -0.3998187 -0.7410653
## demo$gender2 -0.1952693 -0.25604282 -0.1830110 -0.2184047 -0.6213743
## demo$gender3 0.2656682 -0.04510532 1.5982390 0.5394078 1.1208132
## demo$gender4 -0.7343318 0.95489468 -0.4017610 -0.4605922 0.1208132
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.15139395 0.107450922 0.167552847 0.39479101 0.14141196
## demo$gender1 0.06684231 0.081797532 0.016141259 -0.06489952 0.08089377
## demo$gender2 0.02090412 0.040053981 0.002955798 -0.03058093 0.03844515
## demo$gender3 -0.03511488 -0.012212827 0.021636342 0.07187566 -0.07474529
## demo$gender4 -0.02318882 -0.002187764 -0.016037695 -0.01017563 -0.01946074
## 6 7 8 9 10
## (Intercept) 0.12407230 0.20159513 0.14110162 0.1109137352 0.140972720
## demo$gender1 0.03385526 -0.01273017 0.08233952 0.0513179619 0.058712871
## demo$gender2 0.01053227 -0.01303883 0.03606838 0.0176805537 0.016084989
## demo$gender3 0.03382243 0.05554772 -0.07443495 -0.0109137352 0.001884423
## demo$gender4 -0.06524877 -0.04030481 -0.01915040 0.0001973759 -0.035709562
## 11 12 13 14 15
## (Intercept) 0.498805837 0.1474977254 0.102907940 0.102907940 0.14338607
## demo$gender1 -0.076486834 0.0188997729 0.073683790 0.073683790 0.06064528
## demo$gender2 -0.036985765 0.0006379805 0.032157823 0.032157823 0.01901169
## demo$gender3 0.072622734 0.0416914638 -0.055288892 -0.055288892 -0.04814798
## demo$gender4 0.001194163 -0.0565886345 0.002355218 0.002355218 -0.03812292
## 16 17 18 19 20
## (Intercept) 0.12520741 0.11141478 0.183849379 0.12101613 0.206978062
## demo$gender1 0.05859648 0.07935313 0.019456544 0.08686372 -0.005365751
## demo$gender2 0.01652449 0.03502995 0.008398783 0.03765652 -0.004254453
## demo$gender3 -0.02996931 -0.04164733 0.038372843 -0.03010704 0.050164795
## demo$gender4 -0.01994425 -0.03449170 -0.058849379 -0.02101613 -0.045687740
## 21 22 23 24 25
## (Intercept) 0.14295563 0.139189179 0.10955462 0.170292686 0.132252681
## demo$gender1 0.04636966 0.026102838 0.06751005 0.024871879 0.047814282
## demo$gender2 0.01319898 0.004811791 0.02997891 0.002444696 0.014934329
## demo$gender3 0.00704437 0.018705558 -0.03638388 0.018896503 -0.010301461
## demo$gender4 0.02371104 -0.021542120 -0.02847354 -0.018777535 0.002882454
## 26 27 28 29 30
## (Intercept) 0.158879113 0.102907940 0.228679355 0.11797890 0.27396991
## demo$gender1 0.094385722 0.073683790 -0.001562517 0.04401636 -0.02704396
## demo$gender2 0.044520020 0.032157823 -0.007469940 0.01491984 -0.01608154
## demo$gender3 -0.095049325 -0.055288892 0.028463503 0.01022623 0.05936343
## demo$gender4 0.003911585 0.002355218 -0.002872903 -0.03226461 -0.03259060
## 31 32 33 34 35
## (Intercept) 0.26624344 0.102907940 0.446069585 0.23105226 0.12407230
## demo$gender1 -0.04080577 0.073683790 -0.068281337 -0.02752074 0.03385526
## demo$gender2 -0.02549913 0.032157823 -0.032232768 -0.02344012 0.01053227
## demo$gender3 0.06708989 -0.055288892 0.071171794 0.06306539 0.03382243
## demo$gender4 -0.02486413 0.002355218 -0.006069585 -0.03105226 -0.06524877
## 36 37 38 39 40
## (Intercept) 0.203135270 0.132252681 0.12520741 0.09689032 0.1474977254
## demo$gender1 -0.009372716 0.047814282 0.05859648 0.07355746 0.0188997729
## demo$gender2 -0.011775865 0.014934329 0.01652449 0.03722065 0.0006379805
## demo$gender3 0.054007587 -0.010301461 -0.02996931 -0.02371959 0.0416914638
## demo$gender4 -0.041844948 0.002882454 -0.01994425 -0.01580924 -0.0565886345
## 41 42 43 44 45
## (Intercept) 0.155040863 0.155040863 0.11675175 0.1109137352 0.34627112
## demo$gender1 0.062811507 0.062811507 0.04172953 0.0513179619 -0.06230985
## demo$gender2 0.018544850 0.018544850 0.01352522 0.0176805537 -0.03087529
## demo$gender3 -0.064131772 -0.064131772 0.01145338 -0.0109137352 0.07308372
## demo$gender4 -0.005040863 -0.005040863 -0.03103746 0.0001973759 -0.01293779
## 46 47 48 49 50
## (Intercept) 0.1474977254 0.558790358 0.13380085 0.173504706 0.147279272
## demo$gender1 0.0188997729 -0.082661343 0.05747260 0.004674047 0.017438891
## demo$gender2 0.0006379805 -0.035814603 0.02755569 -0.007852741 0.001443501
## demo$gender3 0.0416914638 0.070839271 -0.03380085 0.048717517 0.041909917
## demo$gender4 -0.0565886345 0.006427033 -0.02268974 -0.048504706 -0.056370181
## 51 52 53 54 55
## (Intercept) 0.158879113 0.23480434 0.24037795 0.149492129 0.123979317
## demo$gender1 0.094385722 -0.02499265 -0.01595425 0.089290396 0.051831554
## demo$gender2 0.044520020 -0.01471199 -0.01858848 0.038463234 0.025105903
## demo$gender3 -0.095049325 0.05931331 0.01676491 -0.062535607 0.004225811
## demo$gender4 0.003911585 -0.03480434 -0.01457150 -0.006634986 -0.038265032
## 56 57 58 59 60
## (Intercept) 0.206720446 0.140457564 0.122730915 0.102907940 0.442987859
## demo$gender1 0.001827115 0.028464119 0.042907710 0.073683790 -0.074719036
## demo$gender2 -0.012220169 0.006255666 0.008910765 0.032157823 -0.035040248
## demo$gender3 0.050422411 0.017437173 -0.022730915 -0.055288892 0.074253520
## demo$gender4 -0.045430123 -0.022810505 -0.011619804 0.002355218 -0.002987859
## 61 62 63 64 65
## (Intercept) 0.1109137352 0.11679503 0.11797890 0.2064839822 0.147279272
## demo$gender1 0.0513179619 0.05212233 0.04401636 0.0002474343 0.017438891
## demo$gender2 0.0176805537 0.01303382 0.01491984 -0.0113498795 0.001443501
## demo$gender3 -0.0109137352 -0.04362430 0.01022623 0.0506588749 0.041909917
## demo$gender4 0.0001973759 0.01834010 -0.03226461 -0.0451936597 -0.056370181
## 66 67 68 69 70
## (Intercept) 0.282140898 0.149492129 0.14372280 0.214655075 0.201470071
## demo$gender1 -0.011846725 0.089290396 0.03257094 0.011749878 0.014975214
## demo$gender2 -0.006765805 0.038463234 0.01194455 0.001660954 0.003242189
## demo$gender3 0.051192435 -0.062535607 0.01417194 0.042487782 0.020752151
## demo$gender4 -0.040761588 -0.006634986 -0.02607574 -0.053364752 -0.013970071
## 71 72 73 74 75
## (Intercept) 0.261403624 0.11675175 0.12500348 0.178013146 0.158879113
## demo$gender1 -0.016001105 0.04172953 0.05275977 0.012655305 0.094385722
## demo$gender2 -0.010572337 0.01352522 0.02725017 -0.002308678 0.044520020
## demo$gender3 0.032714023 0.01145338 0.00320165 0.044209076 -0.095049325
## demo$gender4 0.005263043 -0.03103746 -0.03928919 -0.053013146 0.003911585
## 76 77 78 79 80
## (Intercept) 0.11528767 0.123979317 0.13992459 0.19972504 0.11472717
## demo$gender1 0.05872817 0.051831554 0.08245972 -0.01234248 0.07192695
## demo$gender2 0.02631612 0.025105903 0.03448428 -0.01903680 0.04107966
## demo$gender3 -0.01528767 0.004225811 -0.02881348 0.05741782 -0.04155643
## demo$gender4 -0.05973211 -0.038265032 -0.01797337 -0.03843471 -0.03364608
## 81 82 83 84 85
## (Intercept) 0.11472717 0.163075669 0.19972504 0.13380085 0.195828966
## demo$gender1 0.07192695 0.010916909 -0.01234248 0.05747260 0.005986120
## demo$gender2 0.04107966 -0.005251386 -0.01903680 0.02755569 -0.004692032
## demo$gender3 -0.04155643 0.026113520 0.05741782 -0.03380085 0.026393256
## demo$gender4 -0.03364608 -0.011560517 -0.03843471 -0.02268974 -0.008328966
## 86 87 88 89 90
## (Intercept) 0.12407230 0.172185805 0.558790358 0.13992459 0.34716421
## demo$gender1 0.03385526 0.024818149 -0.082661343 0.08245972 -0.05939464
## demo$gender2 0.01053227 0.008177783 -0.035814603 0.03448428 -0.03111123
## demo$gender3 0.03382243 0.017003384 0.070839271 -0.02881348 0.07219063
## demo$gender4 -0.06524877 -0.020670654 0.006427033 -0.01797337 -0.01383088
## 91 92 93 94 95
## (Intercept) 0.130117815 0.14503393 0.11798784 0.13127016 0.13475368
## demo$gender1 0.035383329 0.05485425 0.06946428 0.04990568 0.06689012
## demo$gender2 0.005915568 0.01381211 0.03399799 0.01266737 0.01971599
## demo$gender3 -0.001912687 -0.02875486 -0.02274975 -0.00931894 -0.01847461
## demo$gender4 -0.044403530 -0.01682880 -0.01272469 -0.05018908 -0.00654855
## 96 97 98 99 100
## (Intercept) 0.173731808 0.13105191 0.132296412 0.25648983 0.19304333
## demo$gender1 0.006192022 0.07511122 0.081949619 -0.02118127 0.06676702
## demo$gender2 -0.008689407 0.03189732 0.041527456 -0.02013356 0.01896337
## demo$gender3 0.048490414 -0.04014282 -0.109040598 0.03762782 -0.07109211
## demo$gender4 -0.048731808 -0.03105191 -0.004091284 0.01017684 0.05019991
## 101 102 103 104 105
## (Intercept) 0.23401380 0.138044638 0.130117815 0.11675175 0.131298945
## demo$gender1 -0.02193797 0.046542720 0.035383329 0.04172953 0.093821695
## demo$gender2 -0.02013828 0.015447843 0.005915568 0.01352522 0.041689812
## demo$gender3 0.06010385 -0.009839510 -0.001912687 0.01145338 -0.064632278
## demo$gender4 -0.03401380 0.004812505 -0.044403530 -0.03103746 -0.009347725
## 106 107 108 109 110
## (Intercept) 0.442987859 0.14202250 0.27009469 0.1759171696 0.173504706
## demo$gender1 -0.074719036 0.06405289 -0.03159546 0.0289631415 0.004674047
## demo$gender2 -0.035040248 0.03077717 -0.02315569 -0.0022436244 -0.007852741
## demo$gender3 0.074253520 -0.02007128 0.06323864 -0.0180224328 0.048717517
## demo$gender4 -0.002987859 -0.06094142 -0.02871538 0.0005534186 -0.048504706
## 111 112 113 114 115
## (Intercept) 0.147279272 0.12254627 0.11679503 0.179501438 0.558790358
## demo$gender1 0.017438891 0.08525118 0.05212233 0.015902886 -0.082661343
## demo$gender2 0.001443501 0.04169499 0.01303382 -0.001091382 -0.035814603
## demo$gender3 0.041909917 -0.07709173 -0.04362430 0.042720784 0.070839271
## demo$gender4 -0.056370181 -0.02254627 0.01834010 -0.054501438 0.006427033
## 116 117 118 119 120
## (Intercept) 0.3337362589 0.13992459 0.17521697 0.172016413 0.39950061
## demo$gender1 -0.0057798634 0.08245972 0.04251538 0.001426466 -0.04783444
## demo$gender2 0.0084717696 0.03448428 0.02288405 -0.009070037 -0.03351720
## demo$gender3 -0.0004029256 -0.02881348 -0.04701184 0.050205809 0.06716605
## demo$gender4 -0.0233914313 -0.01797337 -0.03235982 -0.047016413 -0.01488523
## 121 122 123 124 125
## (Intercept) 0.1109137352 0.11679503 0.158879113 0.34920077 0.13094432
## demo$gender1 0.0513179619 0.05212233 0.094385722 -0.05517427 0.05492855
## demo$gender2 0.0176805537 0.01303382 0.044520020 -0.02922194 0.02153015
## demo$gender3 -0.0109137352 -0.04362430 -0.095049325 0.07015407 -0.03094432
## demo$gender4 0.0001973759 0.01834010 0.003911585 -0.01586744 -0.01983321
## 126 127 128 129 130
## (Intercept) 0.13977428 0.34959570 0.558790358 0.158879113 0.11141478
## demo$gender1 0.04072448 -0.05394343 -0.082661343 0.094385722 0.07935313
## demo$gender2 0.01222408 -0.02926800 -0.035814603 0.044520020 0.03502995
## demo$gender3 0.01022572 0.06975914 0.070839271 -0.095049325 -0.04164733
## demo$gender4 -0.02866316 -0.01626236 0.006427033 0.003911585 -0.03449170
## 131 132 133 134 135
## (Intercept) 0.34986556 0.206978062 0.150938964 0.13475368 0.1109137352
## demo$gender1 -0.05617186 -0.005365751 0.087768539 0.06689012 0.0513179619
## demo$gender2 -0.02622996 -0.004254453 0.042349311 0.01971599 0.0176805537
## demo$gender3 0.06948927 0.050164795 -0.107460703 -0.01847461 -0.0109137352
## demo$gender4 -0.01653223 -0.045687740 -0.008081821 -0.00654855 0.0001973759
## 136 137 138 139 140
## (Intercept) 0.113053297 0.163339078 0.125206467 0.223310460 0.14503393
## demo$gender1 0.073696480 0.070452387 0.054118385 -0.006660220 0.05485425
## demo$gender2 0.036790084 0.021442960 0.026500521 -0.018478920 0.01381211
## demo$gender3 0.008897923 -0.052227967 0.002998661 0.033832397 -0.02875486
## demo$gender4 -0.031972216 0.007392629 -0.039492181 0.002495992 -0.01682880
## 141 142 143 144 145
## (Intercept) 0.10840239 0.11675175 0.13032827 0.12520741 0.393857613
## demo$gender1 0.06535883 0.04172953 0.06355623 0.05859648 -0.067945101
## demo$gender2 0.02867344 0.01352522 0.02692733 0.01652449 -0.030335539
## demo$gender3 -0.03523166 0.01145338 -0.03509017 -0.02996931 0.072809053
## demo$gender4 -0.02732131 -0.03103746 -0.02506511 -0.01994425 -0.009242229
## 146 147 148 149 150
## (Intercept) 0.164515502 0.195828966 0.39520127 0.145005081 0.19810188
## demo$gender1 0.014061582 0.005986120 -0.06360487 0.074564008 0.04961620
## demo$gender2 -0.004076559 -0.004692032 -0.03064480 0.024304047 0.01749644
## demo$gender3 0.024673687 0.026393256 0.07146540 -0.054095990 -0.04810188
## demo$gender4 -0.013000351 -0.008328966 -0.01058588 0.004994919 -0.03143521
## 151 152 153 154 155
## (Intercept) 0.263846319 0.11299487 0.23664670 0.117742583 0.11299487
## demo$gender1 -0.011949844 0.08162842 -0.01987105 0.059809210 0.08162842
## demo$gender2 -0.007295511 0.03499336 -0.01430648 0.029675850 0.03499336
## demo$gender3 0.030271328 -0.04322743 0.05747094 -0.017742583 -0.04322743
## demo$gender4 0.002820347 0.01521026 -0.03664670 -0.006631472 0.01521026
## 156 157 158 159 160
## (Intercept) 0.558790358 0.158879113 0.158879113 0.136007152 0.27082679
## demo$gender1 -0.082661343 0.094385722 0.094385722 0.066746479 -0.02556418
## demo$gender2 -0.035814603 0.044520020 0.044520020 0.021351187 -0.02699069
## demo$gender3 0.070839271 -0.095049325 -0.095049325 -0.066239710 0.06250655
## demo$gender4 0.006427033 0.003911585 0.003911585 -0.007802023 -0.02944748
## 161 162 163 164 165
## (Intercept) 0.1474977254 0.13475368 0.12101613 0.12975581 0.11797890
## demo$gender1 0.0188997729 0.06689012 0.08686372 0.05271160 0.04401636
## demo$gender2 0.0006379805 0.01971599 0.03765652 0.02018156 0.01491984
## demo$gender3 0.0416914638 -0.01847461 -0.03010704 -0.02975581 0.01022623
## demo$gender4 -0.0565886345 -0.00654855 -0.02101613 -0.01864470 -0.03226461
## 166 167 168 169 170
## (Intercept) 0.12813495 0.1932713994 0.139189179 0.30798743 0.1474977254
## demo$gender1 0.06075453 0.0002988894 0.026102838 -0.04403139 0.0188997729
## demo$gender2 0.01813652 -0.0066775015 0.004811791 -0.02605394 0.0006379805
## demo$gender3 -0.08051590 0.0289508228 0.018705558 0.06701257 0.0416914638
## demo$gender4 0.02975979 -0.0057713994 -0.021542120 -0.02227315 -0.0565886345
## 171 172 173 174 175
## (Intercept) 0.20159513 0.12407230 0.27082679 0.11424834 0.12407727
## demo$gender1 -0.01273017 0.03385526 -0.02556418 0.08148478 0.08748792
## demo$gender2 -0.01303883 0.01053227 -0.02699069 0.03662857 0.04167030
## demo$gender3 0.05554772 0.03382243 0.06250655 -0.09099253 -0.07862272
## demo$gender4 -0.04030481 -0.06524877 -0.02944748 0.01395679 0.02592273
## 176 177 178 179 180
## (Intercept) 0.189799853 0.09689032 0.23374832 0.1759171696 0.391419874
## demo$gender1 -0.002035369 0.07355746 -0.02006676 0.0289631415 -0.070067110
## demo$gender2 -0.014757882 0.03722065 -0.02280593 -0.0022436244 -0.035526748
## demo$gender3 0.032422369 -0.02371959 0.06036933 -0.0180224328 0.075246793
## demo$gender4 -0.002299853 -0.01580924 -0.03374832 0.0005534186 -0.006804489
## 181 182 183 184 185
## (Intercept) 0.164515502 0.1109137352 0.11675175 0.139189179 0.178013146
## demo$gender1 0.014061582 0.0513179619 0.04172953 0.026102838 0.012655305
## demo$gender2 -0.004076559 0.0176805537 0.01352522 0.004811791 -0.002308678
## demo$gender3 0.024673687 -0.0109137352 0.01145338 0.018705558 0.044209076
## demo$gender4 -0.013000351 0.0001973759 -0.03103746 -0.021542120 -0.053013146
## 186 187 188 189 190
## (Intercept) 0.203371734 0.12391942 0.156201479 0.12500348 0.147279272
## demo$gender1 -0.007793035 0.04512466 0.023703065 0.05275977 0.017438891
## demo$gender2 -0.012646155 0.01025935 0.002692909 0.02725017 0.001443501
## demo$gender3 0.053771123 -0.02391942 0.001693258 0.00320165 0.041909917
## demo$gender4 -0.042081411 -0.01280831 -0.038554420 -0.03928919 -0.056370181
## 191 192 193 194 195
## (Intercept) 0.558790358 0.165589253 0.131298945 0.13105191 0.256755308
## demo$gender1 -0.082661343 0.030368608 0.093821695 0.07511122 -0.023052481
## demo$gender2 -0.035814603 0.003058888 0.041689812 0.03189732 -0.017465908
## demo$gender3 0.070839271 -0.037384125 -0.064632278 -0.04014282 0.037362339
## demo$gender4 0.006427033 0.034410747 -0.009347725 -0.03105191 0.009911359
## 196 197 198 199 200
## (Intercept) 0.30477354 0.1463549648 0.175526360 0.11679503 0.13475368
## demo$gender1 -0.05013054 0.0321643075 0.005818132 0.05212233 0.06689012
## demo$gender2 -0.02959647 0.0007031807 -0.002931863 0.01303382 0.01971599
## demo$gender3 0.07022646 -0.0181498366 0.046695862 -0.04362430 -0.01847461
## demo$gender4 -0.01905925 -0.0034978219 -0.050526360 0.01834010 -0.00654855
## 201 202 203 204 205
## (Intercept) 0.14401325 0.147279272 0.1109137352 0.1474977254 0.12500348
## demo$gender1 0.05241866 0.017438891 0.0513179619 0.0188997729 0.05275977
## demo$gender2 0.03056656 0.001443501 0.0176805537 0.0006379805 0.02725017
## demo$gender3 -0.01580813 0.041909917 -0.0109137352 0.0416914638 0.00320165
## demo$gender4 -0.05829897 -0.056370181 0.0001973759 -0.0565886345 -0.03928919
## 206 207 208 209 210
## (Intercept) 0.158879113 0.12529140 0.10840239 0.17510523 0.189799853
## demo$gender1 0.094385722 0.08735647 0.06535883 0.02603518 -0.002035369
## demo$gender2 0.044520020 0.04327963 0.02867344 -0.00175149 -0.014757882
## demo$gender3 -0.095049325 -0.12529140 -0.03523166 -0.01721049 0.032422369
## demo$gender4 0.003911585 0.02470860 -0.02732131 0.00136536 -0.002299853
## 211 212 213 214 215
## (Intercept) 0.10955462 0.12141453 0.446550637 0.558790358 0.18839895
## demo$gender1 0.06751005 0.07417539 -0.069260306 -0.082661343 0.02251690
## demo$gender2 0.02997891 0.03718598 -0.029810644 -0.035814603 0.01898713
## demo$gender3 -0.03638388 -0.07379548 0.070690742 0.070839271 0.03382328
## demo$gender4 -0.02847354 -0.01615137 -0.006550637 0.006427033 -0.06339895
## 216 217 218 219 220
## (Intercept) 0.154968858 0.39850742 0.558790358 0.10581864 0.102907940
## demo$gender1 0.039272053 -0.05187085 -0.082661343 0.07948260 0.073683790
## demo$gender2 0.003704696 -0.03246038 -0.035814603 0.04010366 0.032157823
## demo$gender3 -0.004968858 0.06815925 0.070839271 -0.01058055 -0.055288892
## demo$gender4 0.011697809 -0.01389203 0.006427033 -0.05318706 0.002355218
## 221 222 223 224 225
## (Intercept) 0.122730915 0.158879113 0.13105191 0.1158547453 0.558790358
## demo$gender1 0.042907710 0.094385722 0.07511122 0.0872546437 -0.082661343
## demo$gender2 0.008910765 0.044520020 0.03189732 0.0427172016 -0.035814603
## demo$gender3 -0.022730915 -0.095049325 -0.04014282 0.0004243245 0.070839271
## demo$gender4 -0.011619804 0.003911585 -0.03105191 -0.0389316684 0.006427033
## 226 227 228 229 230
## (Intercept) 0.15170820 0.39479101 0.103470489 0.102907940 0.130117815
## demo$gender1 0.05434507 -0.06489952 0.067138425 0.073683790 0.035383329
## demo$gender2 0.02884971 -0.03058093 0.035085909 0.032157823 0.005915568
## demo$gender3 -0.05170820 0.07187566 -0.003470489 -0.055288892 -0.001912687
## demo$gender4 0.01495847 -0.01017563 -0.047914934 0.002355218 -0.044403530
## 231 232 233 234 235
## (Intercept) 0.442561317 0.140972720 0.2460087585 0.13737661 0.14226798
## demo$gender1 -0.076083780 0.058712871 -0.0069496942 0.04857817 0.05855599
## demo$gender2 -0.034955129 0.016084989 0.0008583228 0.01041883 0.01774669
## demo$gender3 0.074680062 0.001884423 0.0481088885 -0.04213851 -0.04702988
## demo$gender4 -0.002561317 -0.035709562 -0.0460087585 0.02051813 -0.03700482
## 236 237 238 239 240
## (Intercept) 0.130117815 0.14338607 0.12407230 0.30781840 0.34947064
## demo$gender1 0.035383329 0.06064528 0.03385526 -0.04545791 -0.05740270
## demo$gender2 0.005915568 0.01901169 0.01053227 -0.02513450 -0.02618391
## demo$gender3 -0.001912687 -0.04814798 0.03382243 0.06718160 0.06988420
## demo$gender4 -0.044403530 -0.03812292 -0.06524877 -0.02210412 -0.01613730
## 241 242 243 244 245
## (Intercept) 0.130117815 0.30477354 0.443057781 0.153826733 0.16025040
## demo$gender1 0.035383329 -0.05013054 -0.071916907 0.062942953 0.04919963
## demo$gender2 0.005915568 -0.02959647 -0.037632611 0.016935515 0.02535417
## demo$gender3 -0.001912687 0.07022646 0.074183598 -0.017463097 -0.03204528
## demo$gender4 -0.044403530 -0.01905925 -0.003057781 -0.003826733 -0.01739326
## 246 247 248 249 250
## (Intercept) 0.1932713994 0.34947064 0.26988029 0.14339765 0.140287310
## demo$gender1 0.0002988894 -0.05740270 -0.03031427 0.04752017 0.054376973
## demo$gender2 -0.0066775015 -0.02618391 -0.02508010 0.01074297 0.018364658
## demo$gender3 0.0289508228 0.06988420 0.06345305 -0.04339765 0.002569832
## demo$gender4 -0.0057713994 -0.01613730 -0.02850098 0.02326901 -0.035024153
## 251 252 253 254 255
## (Intercept) 0.241566114 0.11679503 0.181417453 0.12101613 0.12407230
## demo$gender1 -0.005556064 0.05212233 0.015790975 0.08686372 0.03385526
## demo$gender2 -0.013863240 0.01303382 0.004768573 0.03765652 0.01053227
## demo$gender3 0.052551533 -0.04362430 0.040804769 -0.03010704 0.03382243
## demo$gender4 -0.041566114 0.01834010 -0.056417453 -0.02101613 -0.06524877
## 256 257 258 259 260
## (Intercept) 0.12391942 0.35300685 0.222811551 0.11830464 0.558790358
## demo$gender1 0.04512466 -0.04506506 -0.010923996 0.06490488 -0.082661343
## demo$gender2 0.01025935 -0.02791290 -0.015711872 0.03474590 -0.035814603
## demo$gender3 -0.02391942 0.06634799 0.034331306 0.03169536 0.070839271
## demo$gender4 -0.01280831 -0.01967352 0.002994901 -0.11830464 0.006427033
## 261 262 263 264 265
## (Intercept) 0.11675175 0.30504284 0.30504284 0.11457021 0.109074100
## demo$gender1 0.04172953 -0.05222605 -0.05222605 0.07996659 0.080083452
## demo$gender2 0.01352522 -0.02669305 -0.02669305 0.03911238 0.044256643
## demo$gender3 0.01145338 0.06995716 0.06995716 -0.09131440 -0.061455053
## demo$gender4 -0.03103746 -0.01932855 -0.01932855 0.01363491 -0.003810942
## 266 267 268 269 270
## (Intercept) 0.150938964 0.14372280 0.09689032 0.173504706 0.11679503
## demo$gender1 0.087768539 0.03257094 0.07355746 0.004674047 0.05212233
## demo$gender2 0.042349311 0.01194455 0.03722065 -0.007852741 0.01303382
## demo$gender3 -0.107460703 0.01417194 -0.02371959 0.048717517 -0.04362430
## demo$gender4 -0.008081821 -0.02607574 -0.01580924 -0.048504706 0.01834010
## 271 272 273 274 275
## (Intercept) 0.1109137352 0.34716421 0.11528767 0.145005081 0.2064839822
## demo$gender1 0.0513179619 -0.05939464 0.05872817 0.074564008 0.0002474343
## demo$gender2 0.0176805537 -0.03111123 0.02631612 0.024304047 -0.0113498795
## demo$gender3 -0.0109137352 0.07219063 -0.01528767 -0.054095990 0.0506588749
## demo$gender4 0.0001973759 -0.01383088 -0.05973211 0.004994919 -0.0451936597
## 276 277 278 279 280
## (Intercept) 0.30663216 0.11141478 0.14202250 0.27452425 0.102281979
## demo$gender1 -0.04233430 0.07935313 0.06405289 -0.02238187 0.064921478
## demo$gender2 -0.03181685 0.03502995 0.03077717 -0.01908060 0.033737326
## demo$gender3 0.06836784 -0.04164733 -0.02007128 0.05880908 -0.002281979
## demo$gender4 -0.02091787 -0.03449170 -0.06094142 -0.03314494 -0.046726424
## 281 282 283 284 285
## (Intercept) 0.175299257 0.12683969 0.30819893 0.102907940 0.13032827
## demo$gender1 0.004300157 0.06091141 -0.04428531 0.073683790 0.06355623
## demo$gender2 -0.002095196 0.01647481 -0.02516552 0.032157823 0.02692733
## demo$gender3 0.046922965 -0.03160159 0.06680107 -0.055288892 -0.03509017
## demo$gender4 -0.050299257 0.03105505 -0.02248464 0.002355218 -0.02506511
## 286 287 288 289 290
## (Intercept) 0.209369096 0.15811427 0.10840239 0.173731808 0.09689032
## demo$gender1 0.002308868 0.03097904 0.06535883 0.006192022 0.07355746
## demo$gender2 -0.004755971 0.02040833 0.02867344 -0.008689407 0.03722065
## demo$gender3 0.047773761 0.03107492 -0.03523166 0.048490414 -0.02371959
## demo$gender4 -0.048078774 -0.06720517 -0.02732131 -0.048731808 -0.01580924
## 291 292 293 294 295
## (Intercept) 0.14565936 0.139189179 0.153826733 0.117742583 0.13737661
## demo$gender1 0.08840240 0.026102838 0.062942953 0.059809210 0.04857817
## demo$gender2 0.04574590 0.004811791 0.016935515 0.029675850 0.01041883
## demo$gender3 -0.03454825 0.018705558 -0.017463097 -0.017742583 -0.04213851
## demo$gender4 -0.02370814 -0.021542120 -0.003826733 -0.006631472 0.02051813
## 296 297 298 299 300
## (Intercept) 0.26624344 0.11797890 0.13939962 0.09689032 0.158879113
## demo$gender1 -0.04080577 0.04401636 0.02751074 0.07355746 0.094385722
## demo$gender2 -0.02549913 0.01491984 0.00403520 0.03722065 0.044520020
## demo$gender3 0.06708989 0.01022623 0.01849512 -0.02371959 -0.095049325
## demo$gender4 -0.02486413 -0.03226461 -0.02175256 -0.01580924 0.003911585
## 301 302 303 304 305
## (Intercept) 0.12101613 0.229307822 0.11299487 0.367283753 0.216731213
## demo$gender1 0.08686372 0.003441683 0.08162842 -0.027847870 0.009587147
## demo$gender2 0.03765652 -0.010588737 0.03499336 -0.002299388 -0.004409849
## demo$gender3 -0.03010704 0.027835035 -0.04322743 0.052071086 0.005491009
## demo$gender4 -0.02101613 -0.003501371 0.01521026 -0.033950420 -0.029231213
## 306 307 308 309 310
## (Intercept) 0.102907940 0.13456943 0.150662415 0.282319966 0.15992274
## demo$gender1 0.073683790 0.04697314 0.021683358 -0.014771608 0.04717059
## demo$gender2 0.032157823 0.02890577 0.007348465 -0.003303717 0.02640022
## demo$gender3 -0.055288892 0.02332531 0.038526774 0.051013367 -0.03171761
## demo$gender4 0.002355218 -0.07574590 -0.059753325 -0.040940656 -0.01706560
## 311 312
## (Intercept) 0.35496519 0.558790358
## demo$gender1 -0.03687022 -0.082661343
## demo$gender2 -0.03023271 -0.035814603
## demo$gender3 0.06438964 0.070839271
## demo$gender4 -0.02163186 0.006427033
##
## $f.perms
## [,1]
## [1,] 0.35407585
## [2,] 1.00057276
## [3,] 0.68998056
## [4,] 0.91297295
## [5,] 0.32010854
## [6,] 0.53811652
## [7,] 1.25909668
## [8,] 1.27186593
## [9,] 0.46119494
## [10,] 0.73042408
## [11,] 1.33430363
## [12,] 1.23977913
## [13,] 3.14819099
## [14,] 0.26226015
## [15,] 0.63292358
## [16,] 1.13764736
## [17,] 1.23837211
## [18,] 0.87000276
## [19,] 2.22568587
## [20,] 0.75822535
## [21,] 0.86472916
## [22,] 0.29296722
## [23,] 1.23082183
## [24,] 0.51039909
## [25,] 0.68614807
## [26,] 0.20993646
## [27,] 1.25088822
## [28,] 1.55026474
## [29,] 0.88339837
## [30,] 0.65052127
## [31,] 1.12367939
## [32,] 1.29142240
## [33,] 1.80335557
## [34,] 2.28073478
## [35,] 0.50695207
## [36,] 0.80138185
## [37,] 0.91373483
## [38,] 0.43463374
## [39,] 0.34339711
## [40,] 0.40567720
## [41,] 0.71306703
## [42,] 0.22448232
## [43,] 0.39410950
## [44,] 0.52775517
## [45,] 0.59035738
## [46,] 0.93951777
## [47,] 0.69387537
## [48,] 0.34523391
## [49,] 1.53242755
## [50,] 0.14386207
## [51,] 0.27528968
## [52,] 0.43907493
## [53,] 1.28664678
## [54,] 0.12291109
## [55,] 0.39520651
## [56,] 0.77583813
## [57,] 0.52039990
## [58,] 0.57713717
## [59,] 0.31123511
## [60,] 0.42128542
## [61,] 1.02169863
## [62,] 0.31591728
## [63,] 0.69009128
## [64,] 0.83143487
## [65,] 0.51593206
## [66,] 2.60942363
## [67,] 0.87202077
## [68,] 1.04818084
## [69,] 0.88098525
## [70,] 0.41158432
## [71,] 0.90543305
## [72,] 1.29338513
## [73,] 0.65322875
## [74,] 0.40881919
## [75,] 0.78669364
## [76,] 0.43229470
## [77,] 1.35512721
## [78,] 0.66393402
## [79,] 0.45869102
## [80,] 2.51657773
## [81,] 0.64235676
## [82,] 2.67994343
## [83,] 0.78980883
## [84,] 1.35284645
## [85,] 1.34222234
## [86,] 1.12020860
## [87,] 3.22611431
## [88,] 0.97764043
## [89,] 0.85974181
## [90,] 1.36929205
## [91,] 0.49869321
## [92,] 0.59418423
## [93,] 0.37788430
## [94,] 0.30864759
## [95,] 0.29704572
## [96,] 3.43931817
## [97,] 2.45263275
## [98,] 1.60713838
## [99,] 0.29737542
## [100,] 1.13631536
## [101,] 1.59812562
## [102,] 0.67790634
## [103,] 0.91478165
## [104,] 0.97303996
## [105,] 0.76461668
## [106,] 0.49881236
## [107,] 0.47253195
## [108,] 0.32833346
## [109,] 0.64387090
## [110,] 2.68651221
## [111,] 0.59964746
## [112,] 0.62823548
## [113,] 1.15267912
## [114,] 0.05865304
## [115,] 0.54611239
## [116,] 0.23521200
## [117,] 0.69330683
## [118,] 1.45729370
## [119,] 0.75285545
## [120,] 0.50452926
## [121,] 0.18076097
## [122,] 0.36142578
## [123,] 1.45727377
## [124,] 0.25131054
## [125,] 1.49026985
## [126,] 1.37076610
## [127,] 0.62374493
## [128,] 1.27975091
## [129,] 1.63304746
## [130,] 0.45159075
## [131,] 0.37258337
## [132,] 2.62912309
## [133,] 0.33142469
## [134,] 0.94338792
## [135,] 0.49473127
## [136,] 0.84662252
## [137,] 1.05760160
## [138,] 2.49203451
## [139,] 0.86223698
## [140,] 0.58297480
## [141,] 0.45058124
## [142,] 0.29016629
## [143,] 0.60265321
## [144,] 0.55621155
## [145,] 1.03575952
## [146,] 0.36795198
## [147,] 0.29600047
## [148,] 0.63084004
## [149,] 0.64292994
## [150,] 0.48363853
## [151,] 2.83633079
## [152,] 1.51465561
## [153,] 0.79611325
## [154,] 0.87811787
## [155,] 1.93917409
## [156,] 0.45571275
## [157,] 1.21182890
## [158,] 0.51921804
## [159,] 2.20809417
## [160,] 0.16674683
## [161,] 1.23341005
## [162,] 0.41569530
## [163,] 0.44315315
## [164,] 0.37199166
## [165,] 1.34349332
## [166,] 0.84092686
## [167,] 0.27478853
## [168,] 1.48695525
## [169,] 0.80272792
## [170,] 0.65115791
## [171,] 0.18659431
## [172,] 0.43134063
## [173,] 0.61547174
## [174,] 2.25905140
## [175,] 1.41358281
## [176,] 0.38763103
## [177,] 0.77437489
## [178,] 0.48847078
## [179,] 0.43499242
## [180,] 1.17879253
## [181,] 1.36916248
## [182,] 1.24290995
## [183,] 1.03526611
## [184,] 1.34122861
## [185,] 2.17707864
## [186,] 0.58577484
## [187,] 0.37927839
## [188,] 3.42855898
## [189,] 1.16457386
## [190,] 0.55125709
## [191,] 1.52590577
## [192,] 0.87340148
## [193,] 1.24712841
## [194,] 1.20961993
## [195,] 0.53831696
## [196,] 0.68069458
## [197,] 0.31009787
## [198,] 0.66736730
## [199,] 0.55448459
## [200,] 0.49785701
## [201,] 1.38023959
## [202,] 0.53615212
## [203,] 0.31639311
## [204,] 0.71996519
## [205,] 1.00178527
## [206,] 0.49278421
## [207,] 0.39494031
## [208,] 0.59346975
## [209,] 0.49185627
## [210,] 1.03316734
## [211,] 0.91900057
## [212,] 0.31897200
## [213,] 0.60140401
## [214,] 0.32293432
## [215,] 0.49924559
## [216,] 0.51861951
## [217,] 3.83512104
## [218,] 0.57467078
## [219,] 0.44639501
## [220,] 0.76414059
## [221,] 2.50112303
## [222,] 0.43235043
## [223,] 0.42757977
## [224,] 0.40972546
## [225,] 0.62168471
## [226,] 1.49379880
## [227,] 1.63259886
## [228,] 0.59029511
## [229,] 0.56859276
## [230,] 0.38376373
## [231,] 2.61965726
## [232,] 0.95299382
## [233,] 1.14085252
## [234,] 2.31054232
## [235,] 0.57339633
## [236,] 0.49359768
## [237,] 0.35024379
## [238,] 0.70228892
## [239,] 0.46935564
## [240,] 0.18159262
## [241,] 0.65622839
## [242,] 0.59771341
## [243,] 0.36859658
## [244,] 1.60874098
## [245,] 0.35478939
## [246,] 0.29716493
## [247,] 5.35149102
## [248,] 0.74025455
## [249,] 2.22362828
## [250,] 1.06903629
## [251,] 1.35049777
## [252,] 0.49921446
## [253,] 0.74831317
## [254,] 1.61979844
## [255,] 0.34067115
## [256,] 0.51942494
## [257,] 1.00118513
## [258,] 0.64637572
## [259,] 0.60685449
## [260,] 0.87573514
## [261,] 2.14928786
## [262,] 0.92853528
## [263,] 0.84115634
## [264,] 0.65891277
## [265,] 0.55812372
## [266,] 2.61271665
## [267,] 0.84506078
## [268,] 1.29586911
## [269,] 1.33720553
## [270,] 0.63447678
## [271,] 0.43047485
## [272,] 1.20150633
## [273,] 0.60419785
## [274,] 0.44477521
## [275,] 1.07493366
## [276,] 0.78389492
## [277,] 0.77564927
## [278,] 0.49272229
## [279,] 0.50576910
## [280,] 1.29494967
## [281,] 1.08202842
## [282,] 0.37666110
## [283,] 0.57923738
## [284,] 1.33655452
## [285,] 0.52186960
## [286,] 0.81418636
## [287,] 0.66389688
## [288,] 0.50556952
## [289,] 0.82712018
## [290,] 0.25682265
## [291,] 0.45931682
## [292,] 2.43917257
## [293,] 1.00575616
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## [945,] 0.44388129
## [946,] 0.88822000
## [947,] 0.48971304
## [948,] 0.49921758
## [949,] 0.95905454
## [950,] 2.59090522
## [951,] 1.08465473
## [952,] 2.43662713
## [953,] 0.71277954
## [954,] 0.70188472
## [955,] 1.22072413
## [956,] 2.93303091
## [957,] 0.64560902
## [958,] 0.25172360
## [959,] 1.03736454
## [960,] 0.44326894
## [961,] 1.83541956
## [962,] 0.33539245
## [963,] 4.14732041
## [964,] 1.35980155
## [965,] 0.52195969
## [966,] 0.49034034
## [967,] 0.49691361
## [968,] 0.34190476
## [969,] 0.41402753
## [970,] 0.49636312
## [971,] 1.09450640
## [972,] 0.42948898
## [973,] 0.82876405
## [974,] 0.27812340
## [975,] 0.51168585
## [976,] 0.40382654
## [977,] 0.50784702
## [978,] 0.77413428
## [979,] 2.92168373
## [980,] 0.30291230
## [981,] 1.96431513
## [982,] 1.00554578
## [983,] 1.22167829
## [984,] 0.81151402
## [985,] 1.75071426
## [986,] 0.47488510
## [987,] 2.16392331
## [988,] 0.36969867
## [989,] 2.37021724
## [990,] 0.56816754
## [991,] 0.38616642
## [992,] 0.60427567
## [993,] 0.64734954
## [994,] 1.40433847
## [995,] 0.66097155
## [996,] 0.64056383
## [997,] 0.60875548
## [998,] 0.65829904
## [999,] 0.22550691
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
## 8 1 1 0 0 0
## 9 1 1 0 0 0
## 10 1 0 1 0 0
## 11 1 1 0 0 0
## 12 1 1 0 0 0
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 1 0 0 0
## 16 1 1 0 0 0
## 17 1 1 0 0 0
## 18 1 0 1 0 0
## 19 1 0 1 0 0
## 20 1 1 0 0 0
## 21 1 1 0 0 0
## 22 1 1 0 0 0
## 23 1 0 1 0 0
## 24 1 0 1 0 0
## 25 1 1 0 0 0
## 26 1 1 0 0 0
## 27 1 0 1 0 0
## 28 1 1 0 0 0
## 29 1 1 0 0 0
## 30 1 1 0 0 0
## 31 1 1 0 0 0
## 32 1 0 1 0 0
## 33 1 1 0 0 0
## 34 1 0 1 0 0
## 35 1 1 0 0 0
## 36 1 1 0 0 0
## 37 1 0 1 0 0
## 38 1 1 0 0 0
## 39 1 0 1 0 0
## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
## 43 1 1 0 0 0
## 44 1 0 1 0 0
## 45 1 1 0 0 0
## 46 1 0 1 0 0
## 47 1 1 0 0 0
## 48 1 0 1 0 0
## 49 1 1 0 0 0
## 50 1 0 1 0 0
## 51 1 1 0 0 0
## 52 1 1 0 0 0
## 53 1 1 0 0 0
## 54 1 1 0 0 0
## 55 1 1 0 0 0
## 56 1 1 0 0 0
## 57 1 1 0 0 0
## 58 1 0 1 0 0
## 59 1 1 0 0 0
## 60 1 1 0 0 0
## 61 1 0 1 0 0
## 62 1 0 1 0 0
## 63 1 0 1 0 0
## 64 1 1 0 0 0
## 65 1 0 1 0 0
## 66 1 1 0 0 0
## 67 1 0 1 0 0
## 68 1 0 1 0 0
## 69 1 0 1 0 0
## 70 1 1 0 0 0
## 71 1 1 0 0 0
## 72 1 0 1 0 0
## 73 1 0 1 0 0
## 74 1 0 1 0 0
## 75 1 0 1 0 0
## 76 1 0 1 0 0
## 77 1 0 1 0 0
## 78 1 0 1 0 0
## 79 1 0 1 0 0
## 80 1 1 0 0 0
## 81 1 1 0 0 0
## 82 1 0 1 0 0
## 83 1 0 1 0 0
## 84 1 0 1 0 0
## 85 1 1 0 0 0
## 86 1 1 0 0 0
## 87 1 0 1 0 0
## 88 1 0 1 0 0
## 89 1 0 1 0 0
## 90 1 0 1 0 0
## 91 1 0 1 0 0
## 92 1 0 1 0 0
## 93 1 0 1 0 0
## 94 1 0 1 0 0
## 95 1 0 1 0 0
## 96 1 0 1 0 0
## 97 1 1 0 0 0
## 98 1 0 1 0 0
## 99 1 1 0 0 0
## 100 1 0 1 0 0
## 101 1 0 1 0 0
## 102 1 1 0 0 0
## 103 1 0 1 0 0
## 104 1 0 1 0 0
## 105 1 1 0 0 0
## 106 1 1 0 0 0
## 107 1 1 0 0 0
## 108 1 1 0 0 0
## 109 1 0 1 0 0
## 110 1 0 1 0 0
## 111 1 1 0 0 0
## 112 1 1 0 0 0
## 113 1 1 0 0 0
## 114 1 1 0 0 0
## 115 1 1 0 0 0
## 116 1 0 1 0 0
## 117 1 1 0 0 0
## 118 1 1 0 0 0
## 119 1 1 0 0 0
## 120 1 1 0 0 0
## 121 1 0 1 0 0
## 122 1 1 0 0 0
## 123 1 0 1 0 0
## 124 1 1 0 0 0
## 125 1 1 0 0 0
## 126 1 0 1 0 0
## 127 1 0 1 0 0
## 128 1 1 0 0 0
## 129 1 0 1 0 0
## 130 1 0 1 0 0
## 131 1 1 0 0 0
## 132 1 1 0 0 0
## 133 1 1 0 0 0
## 134 1 0 1 0 0
## 135 1 1 0 0 0
## 136 1 0 1 0 0
## 137 1 1 0 0 0
## 138 1 0 1 0 0
## 139 1 1 0 0 0
## 140 1 1 0 0 0
## 141 1 1 0 0 0
## 142 1 1 0 0 0
## 143 1 1 0 0 0
## 144 1 1 0 0 0
## 145 1 1 0 0 0
## 146 1 1 0 0 0
## 147 1 1 0 0 0
## 148 1 1 0 0 0
## 149 1 0 1 0 0
## 150 1 0 1 0 0
## 151 1 1 0 0 0
## 152 1 1 0 0 0
## 153 1 1 0 0 0
## 154 1 0 1 0 0
## 155 1 0 1 0 0
## 156 1 0 1 0 0
## 157 1 0 1 0 0
## 158 1 0 1 0 0
## 159 1 0 1 0 0
## 160 1 0 1 0 0
## 161 1 1 0 0 0
## 162 1 0 1 0 0
## 163 1 1 0 0 0
## 164 1 1 0 0 0
## 165 1 0 1 0 0
## 166 1 0 1 0 0
## 167 1 0 1 0 0
## 168 1 0 1 0 0
## 169 1 1 0 0 0
## 170 1 1 0 0 0
## 171 1 1 0 0 0
## 172 1 0 1 0 0
## 173 1 0 1 0 0
## 174 1 0 1 0 0
## 175 1 0 1 0 0
## 176 1 0 1 0 0
## 177 1 1 0 0 0
## 178 1 1 0 0 0
## 179 1 0 1 0 0
## 180 1 1 0 0 0
## 181 1 1 0 0 0
## 182 1 0 1 0 0
## 183 1 1 0 0 0
## 184 1 1 0 0 0
## 185 1 0 1 0 0
## 186 1 1 0 0 0
## 187 1 1 0 0 0
## 188 1 1 0 0 0
## 189 1 1 0 0 0
## 190 1 1 0 0 0
## 191 1 1 0 0 0
## 192 1 1 0 0 0
## 193 1 0 1 0 0
## 194 1 1 0 0 0
## 195 1 1 0 0 0
## 196 1 1 0 0 0
## 197 1 1 0 0 0
## 198 1 1 0 0 0
## 199 1 0 1 0 0
## 200 1 0 1 0 0
## 201 1 1 0 0 0
## 202 1 1 0 0 0
## 203 1 1 0 0 0
## 204 1 1 0 0 0
## 205 1 0 1 0 0
## 206 1 0 1 0 0
## 207 1 0 0 1 0
## 208 1 1 0 0 0
## 209 1 1 0 0 0
## 210 1 0 1 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
## 213 1 1 0 0 0
## 214 1 1 0 0 0
## 215 1 0 1 0 0
## 216 1 1 0 0 0
## 217 1 0 1 0 0
## 218 1 0 1 0 0
## 219 1 0 1 0 0
## 220 1 1 0 0 0
## 221 1 1 0 0 0
## 222 1 1 0 0 0
## 223 1 1 0 0 0
## 224 1 1 0 0 0
## 225 1 1 0 0 0
## 226 1 1 0 0 0
## 227 1 1 0 0 0
## 228 1 1 0 0 0
## 229 1 1 0 0 0
## 230 1 0 1 0 0
## 231 1 1 0 0 0
## 232 1 1 0 0 0
## 233 1 1 0 0 0
## 234 1 0 1 0 0
## 235 1 0 1 0 0
## 236 1 0 1 0 0
## 237 1 0 1 0 0
## 238 1 1 0 0 0
## 239 1 1 0 0 0
## 240 1 1 0 0 0
## 241 1 1 0 0 0
## 242 1 1 0 0 0
## 243 1 1 0 0 0
## 244 1 1 0 0 0
## 245 1 0 1 0 0
## 246 1 1 0 0 0
## 247 1 1 0 0 0
## 248 1 1 0 0 0
## 249 1 1 0 0 0
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 1 0 0
## 253 1 1 0 0 0
## 254 1 0 1 0 0
## 255 1 1 0 0 0
## 256 1 0 1 0 0
## 257 1 0 1 0 0
## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
## 262 1 0 1 0 0
## 263 1 0 1 0 0
## 264 1 1 0 0 0
## 265 1 1 0 0 0
## 266 1 1 0 0 0
## 267 1 1 0 0 0
## 268 1 1 0 0 0
## 269 1 1 0 0 0
## 270 1 1 0 0 0
## 271 1 0 1 0 0
## 272 1 1 0 0 0
## 273 1 1 0 0 0
## 274 1 0 1 0 0
## 275 1 0 1 0 0
## 276 1 0 1 0 0
## 277 1 0 1 0 0
## 278 1 0 1 0 0
## 279 1 1 0 0 0
## 280 1 1 0 0 0
## 281 1 1 0 0 0
## 282 1 0 1 0 0
## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
## 306 1 0 1 0 0
## 307 1 0 1 0 0
## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## si ~ demo$gender
## attr(,"variables")
## list(si, demo$gender)
## attr(,"factors")
## demo$gender
## si 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to gender.
Next, let’s look into Carer Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.0785 0.019613 0.38219 0.00495 0.678
## Residuals 307 15.7544 0.051317 0.99505
## Total 311 15.8329 1.00000
##
## $call
## adonis(formula = cm ~ demo$gender)
##
## $coefficients
## cm1 cm2 cm3 cm4 cm5
## (Intercept) 4.1373878 4.1962621 3.98559220 4.5825449 4.3574327
## demo$gender1 -0.1926364 -0.1133892 0.07518128 -0.5604454 -0.3905818
## demo$gender2 -0.3952003 -0.2978246 -0.11840470 -0.6919199 -0.5371202
## demo$gender3 0.8626122 0.8037379 1.01440780 0.4174551 -0.3574327
## demo$gender4 -0.1373878 0.8037379 0.01440780 0.4174551 0.6425673
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.09567762 0.11575292 0.59475405 0.109833439 0.09567762
## demo$gender1 0.04530173 0.06715383 -0.04818040 0.043914323 0.04530173
## demo$gender2 0.06854520 0.07397384 -0.06558703 0.055849604 0.06854520
## demo$gender3 -0.07526946 0.02061072 0.06041837 0.001277673 -0.07526946
## demo$gender4 -0.05401096 -0.04598548 0.04810310 -0.064378893 -0.05401096
## 6 7 8 9 10
## (Intercept) 0.10609885 0.09417798 0.09567762 0.09123637 0.59475405
## demo$gender1 0.03748659 0.05464527 0.04530173 0.05001881 -0.04818040
## demo$gender2 0.05722284 0.06695010 0.06854520 0.06983796 -0.06558703
## demo$gender3 -0.04226906 -0.05069972 -0.07526946 -0.04956971 0.06041837
## demo$gender4 -0.06262059 -0.07195576 -0.05401096 -0.06995978 0.04810310
## 11 12 13 14 15
## (Intercept) 0.13219105 0.09567762 0.09567762 0.11661361 0.09567762
## demo$gender1 0.05258497 0.04530173 0.04530173 0.04060599 0.04530173
## demo$gender2 0.05554796 0.06854520 0.06854520 0.04855831 0.06854520
## demo$gender3 -0.01591199 -0.07526946 -0.07526946 -0.02570452 -0.07526946
## demo$gender4 -0.03695296 -0.05401096 -0.05401096 -0.04684617 -0.05401096
## 16 17 18 19 20
## (Intercept) 0.11661361 0.09567762 0.11258491 0.09567762 0.11661361
## demo$gender1 0.04060599 0.04530173 0.03431246 0.04530173 0.04060599
## demo$gender2 0.04855831 0.06854520 0.05044020 0.06854520 0.04855831
## demo$gender3 -0.02570452 -0.07526946 -0.06910665 -0.07526946 -0.02570452
## demo$gender4 -0.04684617 -0.05401096 -0.04591824 -0.05401096 -0.04684617
## 21 22 23 24 25
## (Intercept) 0.09123637 0.09567762 0.412509427 0.11946475 0.09567762
## demo$gender1 0.05001881 0.04530173 -0.009018937 0.03330958 0.04530173
## demo$gender2 0.06983796 0.06854520 -0.024808581 0.04555770 0.06854520
## demo$gender3 -0.04956971 -0.07526946 0.042036027 -0.05279809 -0.07526946
## demo$gender4 -0.06995978 -0.05401096 0.024990573 -0.02855566 -0.05401096
## 26 27 28 29 30
## (Intercept) 0.59475405 0.09123637 0.11661361 0.09567762 0.3033570048
## demo$gender1 -0.04818040 0.05001881 0.04060599 0.04530173 0.0120528537
## demo$gender2 -0.06558703 0.06983796 0.04855831 0.06854520 0.0003991132
## demo$gender3 0.06041837 -0.04956971 -0.02570452 -0.07526946 0.0299763285
## demo$gender4 0.04810310 -0.06995978 -0.04684617 -0.05401096 0.0109287095
## 31 32 33 34 35
## (Intercept) 0.54385166 0.54369235 0.59475405 0.09567762 0.13742115
## demo$gender1 -0.03858624 -0.03706573 -0.04818040 0.04530173 0.03365888
## demo$gender2 -0.05452723 -0.05652566 -0.06558703 0.06854520 0.03888226
## demo$gender3 0.05614834 0.05630765 0.06041837 -0.07526946 -0.02114208
## demo$gender4 0.04235524 0.04251455 0.04810310 -0.05401096 -0.04218305
## 36 37 38 39 40
## (Intercept) 0.10530691 0.151968264 0.59475405 0.40999997 0.09567762
## demo$gender1 0.04912767 0.030747282 -0.04818040 -0.01025165 0.04530173
## demo$gender2 0.06141004 0.037816170 -0.06558703 -0.03110423 0.06854520
## demo$gender3 -0.06182865 -0.035689194 0.06041837 0.04454548 -0.07526946
## demo$gender4 -0.03864024 -0.009111121 0.04810310 0.02750003 -0.05401096
## 41 42 43 44 45
## (Intercept) 0.59475405 0.09567762 0.09567762 0.301659283 0.09728143
## demo$gender1 -0.04818040 0.04530173 0.04530173 0.011262007 0.04725633
## demo$gender2 -0.06558703 0.06854520 0.06854520 -0.003903206 0.06355405
## demo$gender3 0.06041837 -0.07526946 -0.07526946 0.031674051 -0.07600484
## demo$gender4 0.04810310 -0.05401096 -0.05401096 0.012626432 -0.05380317
## 46 47 48 49 50
## (Intercept) 0.211574389 0.19322930 0.59475405 0.11683076 0.411830362
## demo$gender1 0.029353900 0.03539828 -0.04818040 0.02983325 -0.007514642
## demo$gender2 0.021216577 0.03964229 -0.06558703 0.04963522 -0.028350072
## demo$gender3 0.019194842 0.02628289 0.06041837 -0.09555416 0.042715093
## demo$gender4 -0.001048073 -0.04322930 0.04810310 -0.02987424 0.025669638
## 51 52 53 54 55
## (Intercept) 0.59475405 0.213882233 0.16015662 0.59475405 0.11258491
## demo$gender1 -0.04818040 0.030787786 0.02758582 -0.04818040 0.03431246
## demo$gender2 -0.06558703 0.026706224 0.03018095 -0.06558703 0.05044020
## demo$gender3 0.06041837 0.016886998 -0.01729948 0.06041837 -0.06910665
## demo$gender4 0.04810310 -0.003355917 -0.03820540 0.04810310 -0.04591824
## 56 57 58 59 60
## (Intercept) 0.13742115 0.13082464 0.09567762 0.09567762 0.45810704
## demo$gender1 0.03365888 0.03603703 0.04530173 0.04530173 -0.01505365
## demo$gender2 0.03888226 0.04576035 0.06854520 0.06854520 -0.02306764
## demo$gender3 -0.02114208 -0.03991555 -0.07526946 -0.07526946 0.04189296
## demo$gender4 -0.04218305 -0.06105719 -0.05401096 -0.05401096 0.02576393
## 61 62 63 64 65
## (Intercept) 0.09567762 0.12800603 0.10318778 0.16039444 0.13639203
## demo$gender1 0.04530173 0.04535870 0.04466213 0.02826396 0.02327764
## demo$gender2 0.06854520 0.05021915 0.06048436 0.03021625 0.04083289
## demo$gender3 -0.07526946 -0.01172696 -0.01623125 -0.01753729 -0.09291377
## demo$gender4 -0.05401096 -0.03276794 -0.08096555 -0.03844322 -0.02528092
## 66 67 68 69 70
## (Intercept) 0.13015411 0.09567762 0.10318778 0.12083618 0.09123637
## demo$gender1 0.03545540 0.04530173 0.04466213 0.04837198 0.05001881
## demo$gender2 0.04433041 0.06854520 0.06048436 0.05346001 0.06983796
## demo$gender3 -0.03924502 -0.07526946 -0.01623125 -0.02992709 -0.04956971
## demo$gender4 -0.06038667 -0.05401096 -0.08096555 -0.05106874 -0.06995978
## 71 72 73 74 75
## (Intercept) 0.09567762 0.240083240 0.11661361 0.09567762 0.09567762
## demo$gender1 0.04530173 0.024625947 0.04060599 0.04530173 0.04530173
## demo$gender2 0.06854520 0.012752046 0.04855831 0.06854520 0.06854520
## demo$gender3 -0.07526946 0.023074655 -0.02570452 -0.07526946 -0.07526946
## demo$gender4 -0.05401096 0.003160003 -0.04684617 -0.05401096 -0.05401096
## 76 77 78 79 80
## (Intercept) 0.09728143 0.09567762 0.59475405 0.11661361 0.09567762
## demo$gender1 0.04725633 0.04530173 -0.04818040 0.04060599 0.04530173
## demo$gender2 0.06355405 0.06854520 -0.06558703 0.04855831 0.06854520
## demo$gender3 -0.07600484 -0.07526946 0.06041837 -0.02570452 -0.07526946
## demo$gender4 -0.05380317 -0.05401096 0.04810310 -0.04684617 -0.05401096
## 81 82 83 84 85
## (Intercept) 0.09567762 0.18473229 0.301596730 0.08810739 0.11661361
## demo$gender1 0.04530173 0.02198141 0.012192299 0.05736288 0.04060599
## demo$gender2 0.06854520 0.02229456 -0.005021158 0.07336208 0.04855831
## demo$gender3 -0.07526946 -0.01400058 0.031736604 -0.02427761 -0.02570452
## demo$gender4 -0.05401096 -0.03473229 0.012688985 -0.08810739 -0.04684617
## 86 87 88 89 90
## (Intercept) 0.09123637 0.12060928 0.269910256 0.09567762 0.13765338
## demo$gender1 0.05001881 0.04773145 0.017790610 0.04530173 0.03431768
## demo$gender2 0.06983796 0.05341986 0.004743871 0.06854520 0.03892016
## demo$gender3 -0.04956971 -0.02970019 0.027387041 -0.07526946 -0.02137431
## demo$gender4 -0.06995978 -0.05084184 0.007867522 -0.05401096 -0.04241528
## 91 92 93 94 95
## (Intercept) 0.09567762 0.09123637 0.45180633 0.09567762 0.09123637
## demo$gender1 0.04530173 0.05001881 -0.01782973 0.04530173 0.05001881
## demo$gender2 0.06854520 0.06983796 -0.03919368 0.06854520 0.06983796
## demo$gender3 -0.07526946 -0.04956971 0.04819367 -0.07526946 -0.04956971
## demo$gender4 -0.05401096 -0.06995978 0.03206464 -0.05401096 -0.06995978
## 96 97 98 99 100
## (Intercept) 0.10530691 0.11035555 0.59475405 0.173339258 0.09567762
## demo$gender1 0.04912767 0.03298137 -0.04818040 0.032823661 0.04530173
## demo$gender2 0.06141004 0.05622517 -0.06558703 0.031327272 0.06854520
## demo$gender3 -0.06182865 -0.06868888 0.06041837 -0.002607551 -0.07526946
## demo$gender4 -0.03864024 -0.04652576 0.04810310 -0.023339258 -0.05401096
## 101 102 103 104 105
## (Intercept) 0.09567762 0.09567762 0.104861299 0.10971134 0.09567762
## demo$gender1 0.04530173 0.04530173 0.061921400 0.04151493 0.04530173
## demo$gender2 0.06854520 0.06854520 0.071706598 0.05354667 0.06854520
## demo$gender3 -0.07526946 -0.07526946 0.006249812 -0.04304468 -0.07526946
## demo$gender4 -0.05401096 -0.05401096 -0.059406754 -0.06425680 -0.05401096
## 106 107 108 109 110
## (Intercept) 0.40986784 0.09567762 0.10318778 0.59475405 0.10062269
## demo$gender1 -0.01182186 0.04530173 0.04466213 -0.04818040 0.05412040
## demo$gender2 -0.02993043 0.06854520 0.06048436 -0.06558703 0.06245571
## demo$gender3 0.04467762 -0.07526946 -0.01623125 0.06041837 -0.03395602
## demo$gender4 0.02763216 -0.05401096 -0.08096555 0.04810310 -0.05516814
## 111 112 113 114 115
## (Intercept) 0.09567762 0.59475405 0.09567762 0.09567762 0.12060928
## demo$gender1 0.04530173 -0.04818040 0.04530173 0.04530173 0.04773145
## demo$gender2 0.06854520 -0.06558703 0.06854520 0.06854520 0.05341986
## demo$gender3 -0.07526946 0.06041837 -0.07526946 -0.07526946 -0.02970019
## demo$gender4 -0.05401096 0.04810310 -0.05401096 -0.05401096 -0.05084184
## 116 117 118 119 120
## (Intercept) 0.09567762 0.09567762 0.14782784 0.59475405 0.09123637
## demo$gender1 0.04530173 0.04530173 0.03730344 -0.04818040 0.05001881
## demo$gender2 0.06854520 0.06854520 0.04899191 -0.06558703 0.06983796
## demo$gender3 -0.07526946 -0.07526946 -0.05691875 0.06041837 -0.04956971
## demo$gender4 -0.05401096 -0.05401096 -0.03154877 0.04810310 -0.06995978
## 121 122 123 124 125
## (Intercept) 0.09567762 0.09567762 0.09567762 0.18326413 0.09567762
## demo$gender1 0.04530173 0.04530173 0.04530173 0.02048935 0.04530173
## demo$gender2 0.06854520 0.06854520 0.06854520 0.01938215 0.06854520
## demo$gender3 -0.07526946 -0.07526946 -0.07526946 -0.01253242 -0.07526946
## demo$gender4 -0.05401096 -0.05401096 -0.05401096 -0.03326413 -0.05401096
## 126 127 128 129 130
## (Intercept) 0.09567762 0.209722215 0.11661361 0.09567762 0.09567762
## demo$gender1 0.04530173 0.015930009 0.04060599 0.04530173 0.04530173
## demo$gender2 0.06854520 0.011527236 0.04855831 0.06854520 0.06854520
## demo$gender3 -0.07526946 -0.009722215 -0.02570452 -0.07526946 -0.07526946
## demo$gender4 -0.05401096 -0.030235036 -0.04684617 -0.05401096 -0.05401096
## 131 132 133 134 135
## (Intercept) 0.13765338 0.09567762 0.09567762 0.09567762 0.09567762
## demo$gender1 0.03431768 0.04530173 0.04530173 0.04530173 0.04530173
## demo$gender2 0.03892016 0.06854520 0.06854520 0.06854520 0.06854520
## demo$gender3 -0.02137431 -0.07526946 -0.07526946 -0.07526946 -0.07526946
## demo$gender4 -0.04241528 -0.05401096 -0.05401096 -0.05401096 -0.05401096
## 136 137 138 139 140
## (Intercept) 0.13742115 0.09567762 0.54385166 0.09728143 0.09567762
## demo$gender1 0.03365888 0.04530173 -0.03858624 0.04725633 0.04530173
## demo$gender2 0.03888226 0.06854520 -0.05452723 0.06355405 0.06854520
## demo$gender3 -0.02114208 -0.07526946 0.05614834 -0.07600484 -0.07526946
## demo$gender4 -0.04218305 -0.05401096 0.04235524 -0.05380317 -0.05401096
## 141 142 143 144 145
## (Intercept) 0.109833439 0.09123637 0.09567762 0.11661361 0.10318778
## demo$gender1 0.043914323 0.05001881 0.04530173 0.04060599 0.04466213
## demo$gender2 0.055849604 0.06983796 0.06854520 0.04855831 0.06048436
## demo$gender3 0.001277673 -0.04956971 -0.07526946 -0.02570452 -0.01623125
## demo$gender4 -0.064378893 -0.06995978 -0.05401096 -0.04684617 -0.08096555
## 146 147 148 149 150
## (Intercept) 0.13742115 0.09567762 0.11661361 0.59475405 0.094317394
## demo$gender1 0.03365888 0.04530173 0.04060599 -0.04818040 0.056971134
## demo$gender2 0.03888226 0.06854520 0.04855831 -0.06558703 0.069183255
## demo$gender3 -0.02114208 -0.07526946 -0.02570452 0.06041837 -0.007360872
## demo$gender4 -0.04218305 -0.05401096 -0.04684617 0.04810310 -0.072095172
## 151 152 153 154 155
## (Intercept) 0.09567762 0.09567762 0.11946475 0.109833439 0.11683076
## demo$gender1 0.04530173 0.04530173 0.03330958 0.043914323 0.02983325
## demo$gender2 0.06854520 0.06854520 0.04555770 0.055849604 0.04963522
## demo$gender3 -0.07526946 -0.07526946 -0.05279809 0.001277673 -0.09555416
## demo$gender4 -0.05401096 -0.05401096 -0.02855566 -0.064378893 -0.02987424
## 156 157 158 159 160
## (Intercept) 0.09567762 0.09567762 0.11661361 0.09123637 0.12060928
## demo$gender1 0.04530173 0.04530173 0.04060599 0.05001881 0.04773145
## demo$gender2 0.06854520 0.06854520 0.04855831 0.06983796 0.05341986
## demo$gender3 -0.07526946 -0.07526946 -0.02570452 -0.04956971 -0.02970019
## demo$gender4 -0.05401096 -0.05401096 -0.04684617 -0.06995978 -0.05084184
## 161 162 163 164 165
## (Intercept) 0.11683076 0.59475405 0.09567762 0.09567762 0.11035555
## demo$gender1 0.02983325 -0.04818040 0.04530173 0.04530173 0.03298137
## demo$gender2 0.04963522 -0.06558703 0.06854520 0.06854520 0.05622517
## demo$gender3 -0.09555416 0.06041837 -0.07526946 -0.07526946 -0.06868888
## demo$gender4 -0.02987424 0.04810310 -0.05401096 -0.05401096 -0.04652576
## 166 167 168 169 170
## (Intercept) 0.09567762 0.09567762 0.11661361 0.09567762 0.301659283
## demo$gender1 0.04530173 0.04530173 0.04060599 0.04530173 0.011262007
## demo$gender2 0.06854520 0.06854520 0.04855831 0.06854520 -0.003903206
## demo$gender3 -0.07526946 -0.07526946 -0.02570452 -0.07526946 0.031674051
## demo$gender4 -0.05401096 -0.05401096 -0.04684617 -0.05401096 0.012626432
## 171 172 173 174 175
## (Intercept) 0.59475405 0.10062269 0.13834304 0.11035555 0.10172246
## demo$gender1 -0.04818040 0.05412040 0.03491781 0.03298137 0.04254665
## demo$gender2 -0.06558703 0.06245571 0.04038902 0.05622517 0.06242731
## demo$gender3 0.06041837 -0.03395602 -0.02206397 -0.06868888 -0.10172246
## demo$gender4 0.04810310 -0.05516814 -0.04310495 -0.04652576 -0.03789268
## 176 177 178 179 180
## (Intercept) 0.10765672 0.49598272 0.09276120 0.12800603 0.12083618
## demo$gender1 0.03993980 -0.02870624 0.05242122 0.04535870 0.04837198
## demo$gender2 0.05944325 -0.04654753 0.07201004 0.05021915 0.05346001
## demo$gender3 -0.04382693 0.05240438 -0.05109454 -0.01172696 -0.02992709
## demo$gender4 -0.06417846 0.03735062 -0.07148461 -0.03276794 -0.05106874
## 181 182 183 184 185
## (Intercept) 0.09567762 0.272791042 0.59475405 0.09567762 0.13019986
## demo$gender1 0.04530173 0.021859134 -0.04818040 0.04530173 0.02782392
## demo$gender2 0.06854520 0.009317705 -0.06558703 0.06854520 0.04919865
## demo$gender3 -0.07526946 0.024506255 0.06041837 -0.07526946 -0.06637007
## demo$gender4 -0.05401096 0.004986736 0.04810310 -0.05401096 -0.04324334
## 186 187 188 189 190
## (Intercept) 0.11661361 0.49677613 0.215287572 0.09567762 0.09567762
## demo$gender1 0.04060599 -0.02645240 0.032381715 0.04530173 0.04530173
## demo$gender2 0.04855831 -0.04642113 0.029328312 0.06854520 0.06854520
## demo$gender3 -0.02570452 0.05161097 0.015481659 -0.07526946 -0.07526946
## demo$gender4 -0.04684617 0.03655721 -0.004761256 -0.05401096 -0.05401096
## 191 192 193 194 195
## (Intercept) 0.301768606 0.09123637 0.10062269 0.09567762 0.59475405
## demo$gender1 0.012142555 0.05001881 0.05412040 0.04530173 -0.04818040
## demo$gender2 -0.004455785 0.06983796 0.06245571 0.06854520 -0.06558703
## demo$gender3 0.031564728 -0.04956971 -0.03395602 -0.07526946 0.06041837
## demo$gender4 0.012517109 -0.06995978 -0.05516814 -0.05401096 0.04810310
## 196 197 198 199 200
## (Intercept) 0.11661361 0.12055114 0.09567762 0.09728143 0.10172246
## demo$gender1 0.04060599 0.03646966 0.04530173 0.04725633 0.04254665
## demo$gender2 0.04855831 0.05415993 0.06854520 0.06355405 0.06242731
## demo$gender3 -0.02570452 -0.09927454 -0.07526946 -0.07600484 -0.10172246
## demo$gender4 -0.04684617 -0.03359461 -0.05401096 -0.05380317 -0.03789268
## 201 202 203 204 205
## (Intercept) 0.211574389 0.09123637 0.09567762 0.411578880 0.130257062
## demo$gender1 0.029353900 0.05001881 0.04530173 -0.009417791 0.037932781
## demo$gender2 0.021216577 0.06983796 0.06854520 -0.027201369 0.046707326
## demo$gender3 0.019194842 -0.04956971 -0.07526946 0.042966575 0.006106575
## demo$gender4 -0.001048073 -0.06995978 -0.05401096 0.025921120 -0.060489620
## 206 207 208 209 210
## (Intercept) 0.59475405 0.10172246 0.10172246 0.11683076 0.11661361
## demo$gender1 -0.04818040 0.04254665 0.04254665 0.02983325 0.04060599
## demo$gender2 -0.06558703 0.06242731 0.06242731 0.04963522 0.04855831
## demo$gender3 0.06041837 -0.10172246 -0.10172246 -0.09555416 -0.02570452
## demo$gender4 0.04810310 -0.03789268 -0.03789268 -0.02987424 -0.04684617
## 211 212 213 214 215
## (Intercept) 0.59475405 0.09123637 0.09567762 0.09567762 0.09567762
## demo$gender1 -0.04818040 0.05001881 0.04530173 0.04530173 0.04530173
## demo$gender2 -0.06558703 0.06983796 0.06854520 0.06854520 0.06854520
## demo$gender3 0.06041837 -0.04956971 -0.07526946 -0.07526946 -0.07526946
## demo$gender4 0.04810310 -0.06995978 -0.05401096 -0.05401096 -0.05401096
## 216 217 218 219 220
## (Intercept) 0.59475405 0.09567762 0.09567762 0.09567762 0.09567762
## demo$gender1 -0.04818040 0.04530173 0.04530173 0.04530173 0.04530173
## demo$gender2 -0.06558703 0.06854520 0.06854520 0.06854520 0.06854520
## demo$gender3 0.06041837 -0.07526946 -0.07526946 -0.07526946 -0.07526946
## demo$gender4 0.04810310 -0.05401096 -0.05401096 -0.05401096 -0.05401096
## 221 222 223 224 225
## (Intercept) 0.09567762 0.09567762 0.09567762 0.11035555 0.16015662
## demo$gender1 0.04530173 0.04530173 0.04530173 0.03298137 0.02758582
## demo$gender2 0.06854520 0.06854520 0.06854520 0.05622517 0.03018095
## demo$gender3 -0.07526946 -0.07526946 -0.07526946 -0.06868888 -0.01729948
## demo$gender4 -0.05401096 -0.05401096 -0.05401096 -0.04652576 -0.03820540
## 226 227 228 229 230
## (Intercept) 0.11431670 0.162532771 0.09123637 0.59475405 0.59475405
## demo$gender1 0.03914453 0.043735494 0.05001881 -0.04818040 -0.04818040
## demo$gender2 0.05494429 0.042050029 0.06983796 -0.06558703 -0.06558703
## demo$gender3 -0.02736018 0.008198937 -0.04956971 0.06041837 0.06041837
## demo$gender4 -0.04765004 -0.012532771 -0.06995978 0.04810310 0.04810310
## 231 232 233 234 235
## (Intercept) 0.09417798 0.09567762 0.09123637 0.09728143 0.59475405
## demo$gender1 0.05464527 0.04530173 0.05001881 0.04725633 -0.04818040
## demo$gender2 0.06695010 0.06854520 0.06983796 0.06355405 -0.06558703
## demo$gender3 -0.05069972 -0.07526946 -0.04956971 -0.07600484 0.06041837
## demo$gender4 -0.07195576 -0.05401096 -0.06995978 -0.05380317 0.04810310
## 236 237 238 239 240
## (Intercept) 0.40986784 0.09567762 0.13765338 0.09567762 0.11683076
## demo$gender1 -0.01182186 0.04530173 0.03431768 0.04530173 0.02983325
## demo$gender2 -0.02993043 0.06854520 0.03892016 0.06854520 0.04963522
## demo$gender3 0.04467762 -0.07526946 -0.02137431 -0.07526946 -0.09555416
## demo$gender4 0.02763216 -0.05401096 -0.04241528 -0.05401096 -0.02987424
## 241 242 243 244 245
## (Intercept) 0.11661361 0.09567762 0.16181867 0.09567762 0.11035555
## demo$gender1 0.04060599 0.04530173 0.02971428 0.04530173 0.03298137
## demo$gender2 0.04855831 0.06854520 0.03303864 0.06854520 0.05622517
## demo$gender3 -0.02570452 -0.07526946 -0.01896153 -0.07526946 -0.06868888
## demo$gender4 -0.04684617 -0.05401096 -0.03986745 -0.05401096 -0.04652576
## 246 247 248 249 250
## (Intercept) 0.09567762 0.11661361 0.303309012 0.09567762 0.09567762
## demo$gender1 0.04530173 0.04060599 0.010599714 0.04530173 0.04530173
## demo$gender2 0.06854520 0.04855831 0.001708274 0.06854520 0.06854520
## demo$gender3 -0.07526946 -0.02570452 0.030024321 -0.07526946 -0.07526946
## demo$gender4 -0.05401096 -0.04684617 0.010976702 -0.05401096 -0.05401096
## 251 252 253 254 255
## (Intercept) 0.09417798 0.09567762 0.10609885 0.09567762 0.11661361
## demo$gender1 0.05464527 0.04530173 0.03748659 0.04530173 0.04060599
## demo$gender2 0.06695010 0.06854520 0.05722284 0.06854520 0.04855831
## demo$gender3 -0.05069972 -0.07526946 -0.04226906 -0.07526946 -0.02570452
## demo$gender4 -0.07195576 -0.05401096 -0.06262059 -0.05401096 -0.04684617
## 256 257 258 259 260
## (Intercept) 0.162532771 0.10721251 0.14197585 0.08810739 0.20361747
## demo$gender1 0.043735494 0.05206084 0.04263919 0.05736288 0.01596544
## demo$gender2 0.042050029 0.06515986 0.04833648 0.07336208 0.02199131
## demo$gender3 0.008198937 -0.02025599 0.02081485 -0.02427761 -0.06076033
## demo$gender4 -0.012532771 -0.08499029 -0.04673775 -0.08810739 0.01589472
## 261 262 263 264 265
## (Intercept) 0.09567762 0.370565167 0.270024865 0.59475405 0.59475405
## demo$gender1 0.04530173 -0.003615996 0.018682358 -0.04818040 -0.04818040
## demo$gender2 0.06854520 -0.023725937 0.004195950 -0.06558703 -0.06558703
## demo$gender3 -0.07526946 0.041199539 0.027272432 0.06041837 0.06041837
## demo$gender4 -0.05401096 0.023374227 0.007752913 0.04810310 0.04810310
## 266 267 268 269 270
## (Intercept) 0.09567762 0.11035555 0.09567762 0.09567762 0.11035555
## demo$gender1 0.04530173 0.03298137 0.04530173 0.04530173 0.03298137
## demo$gender2 0.06854520 0.05622517 0.06854520 0.06854520 0.05622517
## demo$gender3 -0.07526946 -0.06868888 -0.07526946 -0.07526946 -0.06868888
## demo$gender4 -0.05401096 -0.04652576 -0.05401096 -0.05401096 -0.04652576
## 271 272 273 274 275
## (Intercept) 0.094317394 0.1992925799 0.09123637 0.338746225 0.094317394
## demo$gender1 0.056971134 0.0262781695 0.05001881 0.006104891 0.056971134
## demo$gender2 0.069183255 0.0254457240 0.06983796 -0.004558545 0.069183255
## demo$gender3 -0.007360872 0.0007074201 -0.04956971 0.032682347 -0.007360872
## demo$gender4 -0.072095172 -0.0198054004 -0.06995978 0.014194952 -0.072095172
## 276 277 278 279 280
## (Intercept) 0.12336423 0.09567762 0.09567762 0.303418335 0.54385166
## demo$gender1 0.04026420 0.04530173 0.04530173 0.011480262 -0.03858624
## demo$gender2 0.05030150 0.06854520 0.06854520 0.001155695 -0.05452723
## demo$gender3 -0.05669756 -0.07526946 -0.07526946 0.029914998 0.05614834
## demo$gender4 -0.03245513 -0.05401096 -0.05401096 0.010867379 0.04235524
## 281 282 283 284 285
## (Intercept) 0.09567762 0.59475405 0.09567762 0.13015411 0.094317394
## demo$gender1 0.04530173 -0.04818040 0.04530173 0.03545540 0.056971134
## demo$gender2 0.06854520 -0.06558703 0.06854520 0.04433041 0.069183255
## demo$gender3 -0.07526946 0.06041837 -0.07526946 -0.03924502 -0.007360872
## demo$gender4 -0.05401096 0.04810310 -0.05401096 -0.06038667 -0.072095172
## 286 287 288 289 290
## (Intercept) 0.14379029 0.09567762 0.09123637 0.09728143 0.09728143
## demo$gender1 0.04291120 0.04530173 0.05001881 0.04725633 0.04725633
## demo$gender2 0.04873736 0.06854520 0.06983796 0.06355405 0.06355405
## demo$gender3 -0.02751122 -0.07526946 -0.04956971 -0.07600484 -0.07600484
## demo$gender4 -0.04855219 -0.05401096 -0.06995978 -0.05380317 -0.05380317
## 291 292 293 294 295
## (Intercept) 0.59475405 0.09567762 0.09567762 0.09567762 0.09567762
## demo$gender1 -0.04818040 0.04530173 0.04530173 0.04530173 0.04530173
## demo$gender2 -0.06558703 0.06854520 0.06854520 0.06854520 0.06854520
## demo$gender3 0.06041837 -0.07526946 -0.07526946 -0.07526946 -0.07526946
## demo$gender4 0.04810310 -0.05401096 -0.05401096 -0.05401096 -0.05401096
## 296 297 298 299 300
## (Intercept) 0.09567762 0.11661361 0.59475405 0.213103408 0.09567762
## demo$gender1 0.04530173 0.04060599 -0.04818040 0.030099382 0.04530173
## demo$gender2 0.06854520 0.04855831 -0.06558703 0.025058152 0.06854520
## demo$gender3 -0.07526946 -0.02570452 0.06041837 0.017665823 -0.07526946
## demo$gender4 -0.05401096 -0.04684617 0.04810310 -0.002577092 -0.05401096
## 301 302 303 304 305
## (Intercept) 0.59475405 0.13639203 0.09567762 0.09743651 0.10609885
## demo$gender1 -0.04818040 0.02327764 0.04530173 0.04951276 0.03748659
## demo$gender2 -0.06558703 0.04083289 0.06854520 0.06572128 0.05722284
## demo$gender3 0.06041837 -0.09291377 -0.07526946 -0.03360672 -0.04226906
## demo$gender4 0.04810310 -0.02528092 -0.05401096 -0.05395825 -0.06262059
## 306 307 308 309 310
## (Intercept) 0.54426905 0.11258491 0.10765672 0.15769710 0.59475405
## demo$gender1 -0.03567804 0.03431246 0.03993980 0.01755160 -0.04818040
## demo$gender2 -0.05618325 0.05044020 0.05944325 0.03299721 -0.06558703
## demo$gender3 0.05573095 -0.06910665 -0.04382693 -0.09103044 0.06041837
## demo$gender4 0.04193785 -0.04591824 -0.06417846 -0.02133347 0.04810310
## 311 312
## (Intercept) 0.11661361 0.09567762
## demo$gender1 0.04060599 0.04530173
## demo$gender2 0.04855831 0.06854520
## demo$gender3 -0.02570452 -0.07526946
## demo$gender4 -0.04684617 -0.05401096
##
## $f.perms
## [,1]
## [1,] 0.34970318
## [2,] 0.12009148
## [3,] 0.50309463
## [4,] 1.55391256
## [5,] 0.45204293
## [6,] 0.48284379
## [7,] 0.40082593
## [8,] 0.69055091
## [9,] 0.72347633
## [10,] 0.93453249
## [11,] 0.16408289
## [12,] 0.22774980
## [13,] 0.70770660
## [14,] 2.00763185
## [15,] 1.64715498
## [16,] 1.88817091
## [17,] 1.81307311
## [18,] 1.60613230
## [19,] 0.43127994
## [20,] 0.16073391
## [21,] 0.22624247
## [22,] 1.95593833
## [23,] 0.62317304
## [24,] 0.49173581
## [25,] 0.30895339
## [26,] 0.71402114
## [27,] 1.87299536
## [28,] 1.13083466
## [29,] 0.51466736
## [30,] 1.65223353
## [31,] 1.79312663
## [32,] 0.79259153
## [33,] 2.34684431
## [34,] 1.65919797
## [35,] 3.06769565
## [36,] 0.25865415
## [37,] 1.41129069
## [38,] 1.82998867
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## [701,] 3.23846330
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## [807,] 0.90601527
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## [818,] 2.68799724
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## [820,] 1.99977396
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## [825,] 0.39938497
## [826,] 1.72757631
## [827,] 0.37137177
## [828,] 0.54454674
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## [830,] 0.17288284
## [831,] 0.35830778
## [832,] 0.55085062
## [833,] 0.53516741
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## [835,] 3.60242717
## [836,] 0.26825866
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## [838,] 0.54867550
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## [840,] 1.05292769
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## [846,] 0.22205989
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## [854,] 1.57629363
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## [859,] 1.55974063
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## [866,] 1.17924508
## [867,] 0.38098691
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## [887,] 0.62652140
## [888,] 1.66318717
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## [906,] 0.21585928
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## [915,] 0.90162196
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## [925,] 0.19350827
## [926,] 0.41257303
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## [928,] 0.28031638
## [929,] 0.40326939
## [930,] 1.53838942
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## [933,] 0.79489072
## [934,] 1.01782494
## [935,] 0.68550559
## [936,] 0.55744825
## [937,] 1.74193139
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## [940,] 2.01147127
## [941,] 0.40456552
## [942,] 1.24782493
## [943,] 0.45540862
## [944,] 0.22028556
## [945,] 0.62300593
## [946,] 0.46015973
## [947,] 1.74508044
## [948,] 1.63830323
## [949,] 0.45389685
## [950,] 1.07258875
## [951,] 0.22951534
## [952,] 1.83015550
## [953,] 0.27035878
## [954,] 2.30539824
## [955,] 0.21069047
## [956,] 0.78703230
## [957,] 0.31715971
## [958,] 3.43945114
## [959,] 0.29447060
## [960,] 0.30558325
## [961,] 0.43037187
## [962,] 0.20607808
## [963,] 1.61975595
## [964,] 1.70363963
## [965,] 0.27567907
## [966,] 1.73920670
## [967,] 0.29491879
## [968,] 0.29805750
## [969,] 0.44146657
## [970,] 0.17201079
## [971,] 0.49083848
## [972,] 1.75461524
## [973,] 0.36597605
## [974,] 0.56756027
## [975,] 1.66232013
## [976,] 1.57881457
## [977,] 0.51990809
## [978,] 0.38688011
## [979,] 0.82088908
## [980,] 0.22821723
## [981,] 0.35643387
## [982,] 0.27708003
## [983,] 1.92196780
## [984,] 1.45901838
## [985,] 1.79582324
## [986,] 1.62009900
## [987,] 0.28539629
## [988,] 0.34656836
## [989,] 0.43307405
## [990,] 0.20154033
## [991,] 0.30319329
## [992,] 0.75328732
## [993,] 0.44312406
## [994,] 0.14052013
## [995,] 0.52809460
## [996,] 0.32995131
## [997,] 0.21819970
## [998,] 1.68434590
## [999,] 0.41356326
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
## 8 1 1 0 0 0
## 9 1 1 0 0 0
## 10 1 0 1 0 0
## 11 1 1 0 0 0
## 12 1 1 0 0 0
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 1 0 0 0
## 16 1 1 0 0 0
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## 18 1 0 1 0 0
## 19 1 0 1 0 0
## 20 1 1 0 0 0
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## 22 1 1 0 0 0
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## 25 1 1 0 0 0
## 26 1 1 0 0 0
## 27 1 0 1 0 0
## 28 1 1 0 0 0
## 29 1 1 0 0 0
## 30 1 1 0 0 0
## 31 1 1 0 0 0
## 32 1 0 1 0 0
## 33 1 1 0 0 0
## 34 1 0 1 0 0
## 35 1 1 0 0 0
## 36 1 1 0 0 0
## 37 1 0 1 0 0
## 38 1 1 0 0 0
## 39 1 0 1 0 0
## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
## 43 1 1 0 0 0
## 44 1 0 1 0 0
## 45 1 1 0 0 0
## 46 1 0 1 0 0
## 47 1 1 0 0 0
## 48 1 0 1 0 0
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## 51 1 1 0 0 0
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## 59 1 1 0 0 0
## 60 1 1 0 0 0
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## 67 1 0 1 0 0
## 68 1 0 1 0 0
## 69 1 0 1 0 0
## 70 1 1 0 0 0
## 71 1 1 0 0 0
## 72 1 0 1 0 0
## 73 1 0 1 0 0
## 74 1 0 1 0 0
## 75 1 0 1 0 0
## 76 1 0 1 0 0
## 77 1 0 1 0 0
## 78 1 0 1 0 0
## 79 1 0 1 0 0
## 80 1 1 0 0 0
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## 82 1 0 1 0 0
## 83 1 0 1 0 0
## 84 1 0 1 0 0
## 85 1 1 0 0 0
## 86 1 1 0 0 0
## 87 1 0 1 0 0
## 88 1 0 1 0 0
## 89 1 0 1 0 0
## 90 1 0 1 0 0
## 91 1 0 1 0 0
## 92 1 0 1 0 0
## 93 1 0 1 0 0
## 94 1 0 1 0 0
## 95 1 0 1 0 0
## 96 1 0 1 0 0
## 97 1 1 0 0 0
## 98 1 0 1 0 0
## 99 1 1 0 0 0
## 100 1 0 1 0 0
## 101 1 0 1 0 0
## 102 1 1 0 0 0
## 103 1 0 1 0 0
## 104 1 0 1 0 0
## 105 1 1 0 0 0
## 106 1 1 0 0 0
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## 110 1 0 1 0 0
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## 123 1 0 1 0 0
## 124 1 1 0 0 0
## 125 1 1 0 0 0
## 126 1 0 1 0 0
## 127 1 0 1 0 0
## 128 1 1 0 0 0
## 129 1 0 1 0 0
## 130 1 0 1 0 0
## 131 1 1 0 0 0
## 132 1 1 0 0 0
## 133 1 1 0 0 0
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## 140 1 1 0 0 0
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## 142 1 1 0 0 0
## 143 1 1 0 0 0
## 144 1 1 0 0 0
## 145 1 1 0 0 0
## 146 1 1 0 0 0
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## 148 1 1 0 0 0
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## 150 1 0 1 0 0
## 151 1 1 0 0 0
## 152 1 1 0 0 0
## 153 1 1 0 0 0
## 154 1 0 1 0 0
## 155 1 0 1 0 0
## 156 1 0 1 0 0
## 157 1 0 1 0 0
## 158 1 0 1 0 0
## 159 1 0 1 0 0
## 160 1 0 1 0 0
## 161 1 1 0 0 0
## 162 1 0 1 0 0
## 163 1 1 0 0 0
## 164 1 1 0 0 0
## 165 1 0 1 0 0
## 166 1 0 1 0 0
## 167 1 0 1 0 0
## 168 1 0 1 0 0
## 169 1 1 0 0 0
## 170 1 1 0 0 0
## 171 1 1 0 0 0
## 172 1 0 1 0 0
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## 182 1 0 1 0 0
## 183 1 1 0 0 0
## 184 1 1 0 0 0
## 185 1 0 1 0 0
## 186 1 1 0 0 0
## 187 1 1 0 0 0
## 188 1 1 0 0 0
## 189 1 1 0 0 0
## 190 1 1 0 0 0
## 191 1 1 0 0 0
## 192 1 1 0 0 0
## 193 1 0 1 0 0
## 194 1 1 0 0 0
## 195 1 1 0 0 0
## 196 1 1 0 0 0
## 197 1 1 0 0 0
## 198 1 1 0 0 0
## 199 1 0 1 0 0
## 200 1 0 1 0 0
## 201 1 1 0 0 0
## 202 1 1 0 0 0
## 203 1 1 0 0 0
## 204 1 1 0 0 0
## 205 1 0 1 0 0
## 206 1 0 1 0 0
## 207 1 0 0 1 0
## 208 1 1 0 0 0
## 209 1 1 0 0 0
## 210 1 0 1 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
## 213 1 1 0 0 0
## 214 1 1 0 0 0
## 215 1 0 1 0 0
## 216 1 1 0 0 0
## 217 1 0 1 0 0
## 218 1 0 1 0 0
## 219 1 0 1 0 0
## 220 1 1 0 0 0
## 221 1 1 0 0 0
## 222 1 1 0 0 0
## 223 1 1 0 0 0
## 224 1 1 0 0 0
## 225 1 1 0 0 0
## 226 1 1 0 0 0
## 227 1 1 0 0 0
## 228 1 1 0 0 0
## 229 1 1 0 0 0
## 230 1 0 1 0 0
## 231 1 1 0 0 0
## 232 1 1 0 0 0
## 233 1 1 0 0 0
## 234 1 0 1 0 0
## 235 1 0 1 0 0
## 236 1 0 1 0 0
## 237 1 0 1 0 0
## 238 1 1 0 0 0
## 239 1 1 0 0 0
## 240 1 1 0 0 0
## 241 1 1 0 0 0
## 242 1 1 0 0 0
## 243 1 1 0 0 0
## 244 1 1 0 0 0
## 245 1 0 1 0 0
## 246 1 1 0 0 0
## 247 1 1 0 0 0
## 248 1 1 0 0 0
## 249 1 1 0 0 0
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 1 0 0
## 253 1 1 0 0 0
## 254 1 0 1 0 0
## 255 1 1 0 0 0
## 256 1 0 1 0 0
## 257 1 0 1 0 0
## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
## 262 1 0 1 0 0
## 263 1 0 1 0 0
## 264 1 1 0 0 0
## 265 1 1 0 0 0
## 266 1 1 0 0 0
## 267 1 1 0 0 0
## 268 1 1 0 0 0
## 269 1 1 0 0 0
## 270 1 1 0 0 0
## 271 1 0 1 0 0
## 272 1 1 0 0 0
## 273 1 1 0 0 0
## 274 1 0 1 0 0
## 275 1 0 1 0 0
## 276 1 0 1 0 0
## 277 1 0 1 0 0
## 278 1 0 1 0 0
## 279 1 1 0 0 0
## 280 1 1 0 0 0
## 281 1 1 0 0 0
## 282 1 0 1 0 0
## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
## 306 1 0 1 0 0
## 307 1 0 1 0 0
## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## cm ~ demo$gender
## attr(,"variables")
## list(cm, demo$gender)
## attr(,"factors")
## demo$gender
## cm 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to gender.
Now, Intrinsic Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.0468 0.011706 0.41002 0.00531 0.63
## Residuals 307 8.7651 0.028551 0.99469
## Total 311 8.8119 1.00000
##
## $call
## adonis(formula = im ~ demo$gender)
##
## $coefficients
## im1 im2 im3 im4 im5
## (Intercept) 4.6447773 4.20861533 4.1584254 3.9085463 4.1420062
## demo$gender1 -0.6005784 -0.27491367 -0.2412983 -0.1626899 -0.3851001
## demo$gender2 -0.4650898 -0.09924033 -0.2834254 -0.1116713 -0.1888812
## demo$gender3 0.3552227 0.79138467 0.8415746 1.0914537 0.8579938
## demo$gender4 0.3552227 0.79138467 0.8415746 -0.9085463 -0.1420062
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.09518411 0.10905456 0.108673626 0.203745633 0.09130168
## demo$gender1 0.04906824 0.03670557 0.013001462 -0.002502411 0.03914415
## demo$gender2 0.03629067 0.03214327 0.009783824 0.002849008 0.03118945
## demo$gender3 -0.09518411 0.02730907 -0.021717104 0.046254367 -0.04963501
## demo$gender4 -0.03135432 0.01289666 0.007605444 0.039497610 -0.02463501
## 6 7 8 9 10
## (Intercept) 0.12314554 0.249441880 0.09054108 0.08120974 0.60199422
## demo$gender1 0.01238284 -0.011075996 0.03992661 0.04676851 -0.04050561
## demo$gender2 0.01318201 -0.001030695 0.02812519 0.03773373 -0.03314136
## demo$gender3 0.03964515 0.066347594 -0.04887441 -0.03954307 0.06467245
## demo$gender4 -0.02314554 0.007700977 -0.02387441 -0.05898752 0.02763541
## 11 12 13 14 15
## (Intercept) 0.10282701 0.08120974 0.109841844 0.101892058 0.09703338
## demo$gender1 0.03151374 0.04676851 0.013071356 0.010815182 0.02837837
## demo$gender2 0.02577680 0.03773373 0.013218584 0.011588710 0.02706853
## demo$gender3 -0.06116034 -0.03954307 -0.022885322 0.009219053 0.01407774
## demo$gender4 -0.03616034 -0.05898752 0.006437226 -0.006653963 -0.04941433
## 16 17 18 19 20
## (Intercept) 0.09518411 0.09518411 0.109841844 0.09518411 0.11831300
## demo$gender1 0.04906824 0.04906824 0.013071356 0.04906824 0.01870240
## demo$gender2 0.03629067 0.03629067 0.013218584 0.03629067 0.02143907
## demo$gender3 -0.09518411 -0.09518411 -0.022885322 -0.09518411 0.01805064
## demo$gender4 -0.03135432 -0.03135432 0.006437226 -0.03135432 -0.04514227
## 21 22 23 24 25
## (Intercept) 0.09518411 0.09890724 0.203235940 0.12314554 0.101750678
## demo$gender1 0.04906824 0.02016090 -0.003867556 0.01238284 0.032369615
## demo$gender2 0.03629067 0.01983687 0.002685075 0.01318201 0.024866547
## demo$gender3 -0.09518411 -0.01195072 0.046764060 0.03964515 -0.060084011
## demo$gender4 -0.03135432 -0.02913980 0.040007303 -0.02314554 0.009360433
## 26 27 28 29 30
## (Intercept) 0.60199422 0.094095298 0.112263958 0.09518411 0.101892058
## demo$gender1 -0.04050561 0.030738245 0.013591842 0.04906824 0.010815182
## demo$gender2 -0.03314136 0.023638039 0.012253596 0.03629067 0.011588710
## demo$gender3 0.06467245 -0.030265511 0.024099679 -0.09518411 0.009219053
## demo$gender4 0.02763541 -0.003186207 0.009687262 -0.03135432 -0.006653963
## 31 32 33 34 35
## (Intercept) 0.0871865834 0.44477492 0.203638010 0.12493260 0.12314554
## demo$gender1 0.0290689582 -0.03253631 -0.007941701 0.01764375 0.01238284
## demo$gender2 0.0257668285 -0.02236453 0.003195953 0.01733633 0.01318201
## demo$gender3 -0.0002300617 0.07037660 0.046361990 0.03785810 0.03964515
## demo$gender4 -0.0174191416 0.02189175 -0.014448821 0.02506740 -0.02314554
## 36 37 38 39 40
## (Intercept) 0.112303630 0.09518411 0.101892058 0.44485203 0.09518411
## demo$gender1 0.009597877 0.04906824 0.010815182 -0.03118617 0.04906824
## demo$gender2 0.012515489 0.03629067 0.011588710 -0.02348331 0.03629067
## demo$gender3 0.024060006 -0.09518411 0.009219053 0.07029948 -0.09518411
## demo$gender4 -0.039132899 -0.03135432 -0.006653963 0.02181463 -0.03135432
## 41 42 43 44 45
## (Intercept) 0.09518411 0.09879454 0.09518411 0.137759817 0.125087690
## demo$gender1 0.04906824 0.04053034 0.04906824 0.010579980 0.004900799
## demo$gender2 0.03629067 0.03220952 0.03629067 0.008827693 0.006784256
## demo$gender3 -0.09518411 -0.07838637 -0.09518411 0.025030880 0.011275947
## demo$gender4 -0.03135432 -0.01183802 -0.03135432 0.012240183 -0.003136470
## 46 47 48 49 50
## (Intercept) 0.187315819 0.118273327 0.265706447 0.13636499 0.08377356
## demo$gender1 -0.001324666 0.022696366 -0.020606988 0.01647493 0.03853602
## demo$gender2 0.006435874 0.021177182 -0.005206001 0.01838316 0.03032959
## demo$gender3 0.062684181 0.018090309 0.050083026 0.05411120 -0.01994377
## demo$gender4 0.001873370 0.003677892 -0.008563590 -0.00815986 -0.03831901
## 51 52 53 54 55
## (Intercept) 0.60199422 0.146092802 0.1232821274 0.60199422 0.161443728
## demo$gender1 -0.04050561 0.001681390 0.0006945719 -0.04050561 -0.002064884
## demo$gender2 -0.03314136 0.006804587 0.0055737966 -0.03314136 0.005321587
## demo$gender3 0.06467245 0.044383388 0.0130815089 0.06467245 0.029032462
## demo$gender4 0.02763541 -0.017887674 -0.0013309079 0.02763541 0.018043451
## 56 57 58 59 60
## (Intercept) 0.119767852 0.12314554 0.112303630 0.08782840 0.101892058
## demo$gender1 0.010551947 0.01238284 0.009597877 0.04792267 0.010815182
## demo$gender2 0.014197276 0.01318201 0.012515489 0.03539704 0.011588710
## demo$gender3 -0.008656741 0.03964515 0.024060006 -0.06742024 0.009219053
## demo$gender4 -0.024529757 -0.02314554 -0.039132899 -0.04435014 -0.006653963
## 61 62 63 64 65
## (Intercept) 0.08782840 0.114171169 0.146092802 0.146092802 0.101892058
## demo$gender1 0.04792267 0.033349556 0.001681390 0.001681390 0.010815182
## demo$gender2 0.03539704 0.025891667 0.006804587 0.006804587 0.011588710
## demo$gender3 -0.06742024 -0.003060058 0.044383388 0.044383388 0.009219053
## demo$gender4 -0.04435014 -0.018933074 -0.017887674 -0.017887674 -0.006653963
## 66 67 68 69 70
## (Intercept) 0.093358395 0.09518411 0.09054108 0.10391680 0.09241934
## demo$gender1 0.038120762 0.04906824 0.03992661 0.03390633 0.03921151
## demo$gender2 0.031742087 0.03629067 0.02812519 0.02460848 0.03447509
## demo$gender3 -0.006401873 -0.09518411 -0.04887441 -0.01696028 -0.05075267
## demo$gender4 -0.070102581 -0.03135432 -0.02387441 0.01236227 -0.02575267
## 71 72 73 74 75
## (Intercept) 0.12344119 0.0871865834 0.09054108 0.09811137 0.09518411
## demo$gender1 0.03391583 0.0290689582 0.03992661 0.02098073 0.04906824
## demo$gender2 0.02968377 0.0257668285 0.02812519 0.01662942 0.03629067
## demo$gender3 -0.03648467 -0.0002300617 -0.04887441 -0.01115485 -0.09518411
## demo$gender4 -0.05367375 -0.0174191416 -0.02387441 -0.02834393 -0.03135432
## 76 77 78 79 80
## (Intercept) 0.148084380 0.0871865834 0.60199422 0.1107841558 0.08892240
## demo$gender1 -0.005075804 0.0290689582 -0.04050561 0.0241993893 0.04798883
## demo$gender2 0.001403112 0.0257668285 -0.03314136 0.0248807949 0.03861286
## demo$gender3 0.014706317 -0.0002300617 0.06467245 0.0003269553 -0.06851423
## demo$gender4 0.001915620 -0.0174191416 0.02763541 -0.0155460606 -0.04544413
## 81 82 83 84 85
## (Intercept) 0.09811137 0.101892058 0.10905126 0.10475525 0.1232821274
## demo$gender1 0.02098073 0.010815182 0.01923980 0.02285007 0.0006945719
## demo$gender2 0.01662942 0.011588710 0.02097869 0.01472559 0.0055737966
## demo$gender3 -0.01115485 0.009219053 0.00205985 -0.04092547 0.0130815089
## demo$gender4 -0.02834393 -0.006653963 -0.06143221 -0.01384616 -0.0013309079
## 86 87 88 89 90
## (Intercept) 0.112303630 0.08892240 0.282046728 0.09054108 0.172176268
## demo$gender1 0.009597877 0.04798883 -0.017698267 0.03992661 -0.005083731
## demo$gender2 0.012515489 0.03861286 -0.007436999 0.02812519 0.001348461
## demo$gender3 0.024060006 -0.06851423 0.069304623 -0.04887441 0.047335927
## demo$gender4 -0.039132899 -0.04544413 0.012070919 -0.02387441 -0.014281532
## 91 92 93 94 95
## (Intercept) 0.094095298 0.08455139 0.13636499 0.101892058 0.08782840
## demo$gender1 0.030738245 0.03773531 0.01647493 0.010815182 0.04792267
## demo$gender2 0.023638039 0.03346381 0.01838316 0.011588710 0.03539704
## demo$gender3 -0.030265511 -0.02072161 0.05411120 0.009219053 -0.06742024
## demo$gender4 -0.003186207 -0.03909685 -0.00815986 -0.006653963 -0.04435014
## 96 97 98 99 100
## (Intercept) 0.101892058 0.08377356 0.35831537 0.12314554 0.09518411
## demo$gender1 0.010815182 0.03853602 -0.02718940 0.01238284 0.04906824
## demo$gender2 0.011588710 0.03032959 -0.01178076 0.01318201 0.03629067
## demo$gender3 0.009219053 -0.01994377 0.07025606 0.03964515 -0.09518411
## demo$gender4 -0.006653963 -0.03831901 0.01668463 -0.02314554 -0.03135432
## 101 102 103 104 105
## (Intercept) 0.0871865834 0.09518411 0.129809009 0.112303630 0.09518411
## demo$gender1 0.0290689582 0.04906824 0.010182041 0.009597877 0.04906824
## demo$gender2 0.0257668285 0.03629067 0.011815880 0.012515489 0.03629067
## demo$gender3 -0.0002300617 -0.09518411 0.006554628 0.024060006 -0.09518411
## demo$gender4 -0.0174191416 -0.03135432 -0.056638277 -0.039132899 -0.03135432
## 106 107 108 109 110
## (Intercept) 0.44405919 0.09054108 0.134399054 0.49350644 0.09811137
## demo$gender1 -0.03680979 0.03992661 0.003253066 -0.03389229 0.02098073
## demo$gender2 -0.02023822 0.02812519 0.006072318 -0.02686823 0.01662942
## demo$gender3 0.07109232 -0.04887441 0.028391644 0.06899356 -0.01115485
## demo$gender4 0.02260747 -0.02387441 0.015600946 0.02373494 -0.02834393
## 111 112 113 114 115
## (Intercept) 0.09811137 0.08120974 0.09518411 0.09811137 0.60199422
## demo$gender1 0.02098073 0.04676851 0.04906824 0.02098073 -0.04050561
## demo$gender2 0.01662942 0.03773373 0.03629067 0.01662942 -0.03314136
## demo$gender3 -0.01115485 -0.03954307 -0.09518411 -0.01115485 0.06467245
## demo$gender4 -0.02834393 -0.05898752 -0.03135432 -0.02834393 0.02763541
## 116 117 118 119 120
## (Intercept) 0.09518411 0.09518411 0.1232821274 0.1344594476 0.112263958
## demo$gender1 0.04906824 0.04906824 0.0006945719 -0.0008659813 0.013591842
## demo$gender2 0.03629067 0.03629067 0.0055737966 0.0063184914 0.012253596
## demo$gender3 -0.09518411 -0.09518411 0.0130815089 0.0283312501 0.024099679
## demo$gender4 -0.03135432 -0.03135432 -0.0013309079 -0.0344594476 0.009687262
## 121 122 123 124 125
## (Intercept) 0.10667547 0.09518411 0.09518411 0.101892058 0.172726927
## demo$gender1 0.02211796 0.04906824 0.04906824 0.010815182 -0.004442749
## demo$gender2 0.02121835 0.03629067 0.03629067 0.011588710 0.002359456
## demo$gender3 -0.04284568 -0.09518411 -0.09518411 0.009219053 0.046785268
## demo$gender4 -0.01576638 -0.03135432 -0.03135432 -0.006653963 -0.014832191
## 126 127 128 129 130
## (Intercept) 0.10282701 0.160955278 0.423076467 0.09518411 0.09518411
## demo$gender1 0.03151374 -0.005225246 -0.032600727 0.04906824 0.04906824
## demo$gender2 0.02577680 0.002743096 -0.016684375 0.03629067 0.03629067
## demo$gender3 -0.06116034 0.029520912 0.047511768 -0.09518411 -0.09518411
## demo$gender4 -0.03616034 -0.032750150 -0.003721628 -0.03135432 -0.03135432
## 131 132 133 134 135
## (Intercept) 0.217680580 0.09890724 0.09518411 0.112158343 0.09890724
## demo$gender1 -0.005947623 0.02016090 0.04906824 0.024671851 0.02016090
## demo$gender2 0.003200708 0.01983687 0.03629067 0.016168258 0.01983687
## demo$gender3 0.064370702 -0.01195072 -0.09518411 -0.070491677 -0.01195072
## demo$gender4 0.004541642 -0.02913980 -0.03135432 -0.001047232 -0.02913980
## 136 137 138 139 140
## (Intercept) 0.0871865834 0.09518411 0.0871865834 0.094154267 0.08782840
## demo$gender1 0.0290689582 0.04906824 0.0290689582 0.037300934 0.04792267
## demo$gender2 0.0257668285 0.03629067 0.0257668285 0.034949532 0.03539704
## demo$gender3 -0.0002300617 -0.09518411 -0.0002300617 -0.007197745 -0.06742024
## demo$gender4 -0.0174191416 -0.03135432 -0.0174191416 -0.070898453 -0.04435014
## 141 142 143 144 145
## (Intercept) 0.09715472 0.101892058 0.09055964 0.08120974 0.202081721
## demo$gender1 0.04779865 0.010815182 0.04658399 0.04676851 -0.005822600
## demo$gender2 0.03691947 0.011588710 0.03931391 0.03773373 0.001177461
## demo$gender3 -0.05548805 0.009219053 -0.02672985 -0.03954307 0.047918279
## demo$gender4 -0.07493249 -0.006653963 -0.09055964 -0.05898752 0.041161522
## 146 147 148 149 150
## (Intercept) 0.094095298 0.101750678 0.44662440 0.60199422 0.093354548
## demo$gender1 0.030738245 0.032369615 -0.03280240 -0.04050561 0.041885600
## demo$gender2 0.023638039 0.024866547 -0.01654998 -0.03314136 0.031454081
## demo$gender3 -0.030265511 -0.060084011 0.06852711 0.06467245 -0.006398026
## demo$gender4 -0.003186207 0.009360433 0.02004226 0.02763541 -0.023587106
## 151 152 153 154 155
## (Intercept) 0.114063364 0.09518411 0.146092802 0.101892058 0.09879454
## demo$gender1 0.014703773 0.04906824 0.001681390 0.010815182 0.04053034
## demo$gender2 0.016539885 0.03629067 0.006804587 0.011588710 0.03220952
## demo$gender3 0.022300272 -0.09518411 0.044383388 0.009219053 -0.07838637
## demo$gender4 0.007887855 -0.03135432 -0.017887674 -0.006653963 -0.01183802
## 156 157 158 159 160
## (Intercept) 0.09518411 0.09518411 0.09518411 0.10762945 0.100115183
## demo$gender1 0.04906824 0.04906824 0.04906824 0.04458420 0.043246588
## demo$gender2 0.03629067 0.03629067 0.03629067 0.03028828 0.029189351
## demo$gender3 -0.09518411 -0.09518411 -0.09518411 -0.06596278 -0.036285396
## demo$gender4 -0.03135432 -0.03135432 -0.03135432 0.00348166 -0.009206092
## 161 162 163 164 165
## (Intercept) 0.112303630 0.08120974 0.09805043 0.232382075 0.11879084
## demo$gender1 0.009597877 0.04676851 0.04129538 -0.013287347 0.02307931
## demo$gender2 0.012515489 0.03773373 0.02921215 -0.005961144 0.01849568
## demo$gender3 0.024060006 -0.03954307 -0.07764226 0.049669207 0.01757280
## demo$gender4 -0.039132899 -0.05898752 -0.01109391 -0.010159853 -0.04562011
## 166 167 168 169 170
## (Intercept) 0.09518411 0.09518411 0.162172263 0.08377356 0.1344594476
## demo$gender1 0.04906824 0.04906824 0.010135896 0.03853602 -0.0008659813
## demo$gender2 0.03629067 0.03629067 0.013259677 0.03032959 0.0063184914
## demo$gender3 -0.09518411 -0.09518411 0.057339932 -0.01994377 0.0283312501
## demo$gender4 -0.03135432 -0.03135432 -0.004277527 -0.03831901 -0.0344594476
## 171 172 173 174 175
## (Intercept) 0.147990918 0.149556980 0.12314554 0.09518411 0.09054108
## demo$gender1 0.002854768 0.009231488 0.01238284 0.04906824 0.03992661
## demo$gender2 0.011325555 0.009647023 0.01318201 0.03629067 0.02812519
## demo$gender3 0.042485273 0.040919210 0.03964515 -0.09518411 -0.04887441
## demo$gender4 -0.019785790 -0.021351852 -0.02314554 -0.03135432 -0.02387441
## 176 177 178 179 180
## (Intercept) 0.133032732 0.39861747 0.101892058 0.101892058 0.10905126
## demo$gender1 0.021292726 -0.03389948 0.010815182 0.010815182 0.01923980
## demo$gender2 0.014227455 -0.01733405 0.011588710 0.011588710 0.02097869
## demo$gender3 0.003330905 0.07197077 0.009219053 0.009219053 0.00205985
## demo$gender4 -0.011081512 0.02073737 -0.006653963 -0.006653963 -0.06143221
## 181 182 183 184 185
## (Intercept) 0.09518411 0.147990918 0.0871865834 0.09518411 0.09518411
## demo$gender1 0.04906824 0.002854768 0.0290689582 0.04906824 0.04906824
## demo$gender2 0.03629067 0.011325555 0.0257668285 0.03629067 0.03629067
## demo$gender3 -0.09518411 0.042485273 -0.0002300617 -0.09518411 -0.09518411
## demo$gender4 -0.03135432 -0.019785790 -0.0174191416 -0.03135432 -0.03135432
## 186 187 188 189 190
## (Intercept) 0.248207225 0.12499299 0.101892058 0.08120974 0.09518411
## demo$gender1 -0.013156248 0.01352470 0.010815182 0.04676851 0.04906824
## demo$gender2 -0.002654406 0.01758250 0.011588710 0.03773373 0.03629067
## demo$gender3 0.067582248 0.03779770 0.009219053 -0.03954307 -0.09518411
## demo$gender4 0.008935632 -0.02499299 -0.006653963 -0.05898752 -0.03135432
## 191 192 193 194 195
## (Intercept) 0.54611085 0.093358395 0.09518411 0.09518411 0.101892058
## demo$gender1 -0.03576807 0.038120762 0.04906824 0.04906824 0.010815182
## demo$gender2 -0.03023117 0.031742087 0.03629067 0.03629067 0.011588710
## demo$gender3 0.06679237 -0.006401873 -0.09518411 -0.09518411 0.009219053
## demo$gender4 0.02531772 -0.070102581 -0.03135432 -0.03135432 -0.006653963
## 196 197 198 199 200
## (Intercept) 0.1232821274 0.101892058 0.187315819 0.09805043 0.09518411
## demo$gender1 0.0006945719 0.010815182 -0.001324666 0.04129538 0.04906824
## demo$gender2 0.0055737966 0.011588710 0.006435874 0.02921215 0.03629067
## demo$gender3 0.0130815089 0.009219053 0.062684181 -0.07764226 -0.09518411
## demo$gender4 -0.0013309079 -0.006653963 0.001873370 -0.01109391 -0.03135432
## 201 202 203 204 205
## (Intercept) 0.16324220 0.10667547 0.10667547 0.09518411 0.10667547
## demo$gender1 0.01631056 0.02211796 0.02211796 0.04906824 0.02211796
## demo$gender2 0.01227707 0.02121835 0.02121835 0.03629067 0.02121835
## demo$gender3 -0.02687857 -0.04284568 -0.04284568 -0.09518411 -0.04284568
## demo$gender4 0.05626999 -0.01576638 -0.01576638 -0.03135432 -0.01576638
## 206 207 208 209 210
## (Intercept) 0.60199422 0.09518411 0.094095298 0.201059400 0.160077858
## demo$gender1 -0.04050561 0.04906824 0.030738245 -0.009849592 -0.002620602
## demo$gender2 -0.03314136 0.03629067 0.023638039 -0.002631985 0.001779695
## demo$gender3 0.06467245 -0.09518411 -0.030265511 0.048940600 0.030398332
## demo$gender4 0.02763541 -0.03135432 -0.003186207 -0.011870211 0.019409321
## 211 212 213 214 215
## (Intercept) 0.108236494 0.10905126 0.13636499 0.137600100 0.09890724
## demo$gender1 0.020079682 0.01923980 0.01647493 0.005650553 0.02016090
## demo$gender2 0.017694512 0.02097869 0.01838316 0.009223914 0.01983687
## demo$gender3 0.002874617 0.00205985 0.05411120 0.025190598 -0.01195072
## demo$gender4 -0.060617446 -0.06143221 -0.00815986 -0.037600100 -0.02913980
## 216 217 218 219 220
## (Intercept) 0.44829479 0.1896752497 0.09890724 0.09518411 0.09518411
## demo$gender1 -0.02608496 -0.0040765444 0.02016090 0.04906824 0.04906824
## demo$gender2 -0.01825625 0.0002066397 0.01983687 0.03629067 0.03629067
## demo$gender3 0.06685672 0.0298369454 -0.01195072 -0.09518411 -0.09518411
## demo$gender4 0.01837187 0.0208510661 -0.02913980 -0.03135432 -0.03135432
## 221 222 223 224 225
## (Intercept) 0.09518411 0.09518411 0.09518411 0.54611085 0.35622015
## demo$gender1 0.04906824 0.04906824 0.04906824 -0.03576807 -0.02970659
## demo$gender2 0.03629067 0.03629067 0.03629067 -0.03023117 -0.01554921
## demo$gender3 -0.09518411 -0.09518411 -0.09518411 0.06679237 0.07235128
## demo$gender4 -0.03135432 -0.03135432 -0.03135432 0.02531772 0.01877985
## 226 227 228 229 230
## (Intercept) 0.12314554 0.12705220 0.0871865834 0.101892058 0.08782840
## demo$gender1 0.01238284 0.02491887 0.0290689582 0.010815182 0.04792267
## demo$gender2 0.01318201 0.02168340 0.0257668285 0.011588710 0.03539704
## demo$gender3 0.03964515 -0.01594109 -0.0002300617 0.009219053 -0.06742024
## demo$gender4 -0.02314554 -0.03181411 -0.0174191416 -0.006653963 -0.04435014
## 231 232 233 234 235
## (Intercept) 0.40068285 0.09518411 0.1232821274 0.08377356 0.60199422
## demo$gender1 -0.03089935 0.04906824 0.0006945719 0.03853602 -0.04050561
## demo$gender2 -0.01413803 0.03629067 0.0055737966 0.03032959 -0.03314136
## demo$gender3 0.06990538 -0.09518411 0.0130815089 -0.01994377 0.06467245
## demo$gender4 0.01867199 -0.03135432 -0.0013309079 -0.03831901 0.02763541
## 236 237 238 239 240
## (Intercept) 0.101892058 0.08782840 0.08377356 0.33819271 0.39879464
## demo$gender1 0.010815182 0.04792267 0.03853602 -0.02251188 -0.03241159
## demo$gender2 0.011588710 0.03539704 0.03032959 -0.01240495 -0.01829042
## demo$gender3 0.009219053 -0.06742024 -0.01994377 0.05069618 0.07179359
## demo$gender4 -0.006653963 -0.04435014 -0.03831901 0.05574669 0.02056020
## 241 242 243 244 245
## (Intercept) 0.101892058 0.1232821274 0.101892058 0.09518411 0.175499271
## demo$gender1 0.010815182 0.0006945719 0.010815182 0.04906824 -0.001534583
## demo$gender2 0.011588710 0.0055737966 0.011588710 0.03629067 0.007768321
## demo$gender3 0.009219053 0.0130815089 0.009219053 -0.09518411 0.044012924
## demo$gender4 -0.006653963 -0.0013309079 -0.006653963 -0.03135432 -0.017604534
## 246 247 248 249 250
## (Intercept) 0.112263958 0.35831537 0.159628900 0.09890724 0.08892240
## demo$gender1 0.013591842 -0.02718940 -0.007490274 0.02016090 0.04798883
## demo$gender2 0.012253596 -0.01178076 0.001028988 0.01983687 0.03861286
## demo$gender3 0.024099679 0.07025606 0.030847291 -0.01195072 -0.06851423
## demo$gender4 0.009687262 0.01668463 -0.031423772 -0.02913980 -0.04544413
## 251 252 253 254 255
## (Intercept) 0.09055964 0.093358395 0.101892058 0.08782840 0.101892058
## demo$gender1 0.04658399 0.038120762 0.010815182 0.04792267 0.010815182
## demo$gender2 0.03931391 0.031742087 0.011588710 0.03539704 0.011588710
## demo$gender3 -0.02672985 -0.006401873 0.009219053 -0.06742024 0.009219053
## demo$gender4 -0.09055964 -0.070102581 -0.006653963 -0.04435014 -0.006653963
## 256 257 258 259 260
## (Intercept) 0.12314554 0.08377356 0.10508502 0.09055964 0.40113212
## demo$gender1 0.01238284 0.03853602 0.03397623 0.04658399 -0.02800920
## demo$gender2 0.01318201 0.03032959 0.02804324 0.03931391 -0.01568037
## demo$gender3 0.03964515 -0.01994377 -0.01812850 -0.02672985 0.06945612
## demo$gender4 -0.02314554 -0.03831901 0.01119405 -0.09055964 0.01822272
## 261 262 263 264 265
## (Intercept) 0.094095298 0.216487498 0.282046728 0.44444873 0.35831537
## demo$gender1 0.030738245 -0.007963383 -0.017698267 -0.03596778 -0.02718940
## demo$gender2 0.023638039 0.001637220 -0.007436999 -0.01991161 -0.01178076
## demo$gender3 -0.030265511 0.065563784 0.069304623 0.07070278 0.07025606
## demo$gender4 -0.003186207 0.005734725 0.012070919 0.02221793 0.01668463
## 266 267 268 269 270
## (Intercept) 0.09518411 0.112303630 0.114063364 0.094095298 0.109841844
## demo$gender1 0.04906824 0.009597877 0.014703773 0.030738245 0.013071356
## demo$gender2 0.03629067 0.012515489 0.016539885 0.023638039 0.013218584
## demo$gender3 -0.09518411 0.024060006 0.022300272 -0.030265511 -0.022885322
## demo$gender4 -0.03135432 -0.039132899 0.007887855 -0.003186207 0.006437226
## 271 272 273 274 275
## (Intercept) 0.09054108 0.282206864 0.09054108 0.09518411 0.10821560
## demo$gender1 0.03992661 -0.018647422 0.03992661 0.04906824 0.02395578
## demo$gender2 0.02812519 -0.006007435 0.02812519 0.03629067 0.01741874
## demo$gender3 -0.04887441 0.069144487 -0.04887441 -0.09518411 0.00289551
## demo$gender4 -0.02387441 0.011910783 -0.02387441 -0.03135432 -0.01297751
## 276 277 278 279 280
## (Intercept) 0.0871865834 0.101892058 0.09518411 0.10392065 0.49308444
## demo$gender1 0.0290689582 0.010815182 0.04906824 0.03014150 -0.03897664
## demo$gender2 0.0257668285 0.011588710 0.03629067 0.02489649 -0.02304987
## demo$gender3 -0.0002300617 0.009219053 -0.09518411 -0.01696413 0.06941556
## demo$gender4 -0.0174191416 -0.006653963 -0.03135432 -0.03415321 0.02415694
## 281 282 283 284 285
## (Intercept) 0.10667547 0.60199422 0.09518411 0.09518411 0.08782840
## demo$gender1 0.02211796 -0.04050561 0.04906824 0.04906824 0.04792267
## demo$gender2 0.02121835 -0.03314136 0.03629067 0.03629067 0.03539704
## demo$gender3 -0.04284568 0.06467245 -0.09518411 -0.09518411 -0.06742024
## demo$gender4 -0.01576638 0.02763541 -0.03135432 -0.03135432 -0.04435014
## 286 287 288 289 290
## (Intercept) 0.09518411 0.12314554 0.09518411 0.112303630 0.109841844
## demo$gender1 0.04906824 0.01238284 0.04906824 0.009597877 0.013071356
## demo$gender2 0.03629067 0.01318201 0.03629067 0.012515489 0.013218584
## demo$gender3 -0.09518411 0.03964515 -0.09518411 0.024060006 -0.022885322
## demo$gender4 -0.03135432 -0.02314554 -0.03135432 -0.039132899 0.006437226
## 291 292 293 294 295
## (Intercept) 0.09518411 0.09130168 0.09805043 0.112263958 0.09518411
## demo$gender1 0.04906824 0.03914415 0.04129538 0.013591842 0.04906824
## demo$gender2 0.03629067 0.03118945 0.02921215 0.012253596 0.03629067
## demo$gender3 -0.09518411 -0.04963501 -0.07764226 0.024099679 -0.09518411
## demo$gender4 -0.03135432 -0.02463501 -0.01109391 0.009687262 -0.03135432
## 296 297 298 299 300
## (Intercept) 0.173613956 0.09715472 0.39893061 0.136315837 0.09518411
## demo$gender1 -0.011792266 0.04779865 -0.03065448 0.003457979 0.04906824
## demo$gender2 -0.003995903 0.03691947 -0.01963962 0.007563700 0.03629067
## demo$gender3 0.016862235 -0.05548805 0.07165762 0.026474860 -0.09518411
## demo$gender4 0.005873224 -0.07493249 0.02042423 -0.036315837 -0.03135432
## 301 302 303 304 305
## (Intercept) 0.08782840 0.09518411 0.08120974 0.09890724 0.1884927131
## demo$gender1 0.04792267 0.04906824 0.04676851 0.02016090 -0.0082750685
## demo$gender2 0.03539704 0.03629067 0.03773373 0.01983687 0.0008575541
## demo$gender3 -0.06742024 -0.09518411 -0.03954307 -0.01195072 0.0310194820
## demo$gender4 -0.04435014 -0.03135432 -0.05898752 -0.02913980 0.0220336027
## 306 307 308 309 310
## (Intercept) 0.09890724 0.134399054 0.09811137 0.08782840 0.282206864
## demo$gender1 0.02016090 0.003253066 0.02098073 0.04792267 -0.018647422
## demo$gender2 0.01983687 0.006072318 0.01662942 0.03539704 -0.006007435
## demo$gender3 -0.01195072 0.028391644 -0.01115485 -0.06742024 0.069144487
## demo$gender4 -0.02913980 0.015600946 -0.02834393 -0.04435014 0.011910783
## 311 312
## (Intercept) 0.09890724 0.249383457
## demo$gender1 0.02016090 -0.010306498
## demo$gender2 0.01983687 -0.001975461
## demo$gender3 -0.01195072 0.066406017
## demo$gender4 -0.02913980 0.007759400
##
## $f.perms
## [,1]
## [1,] 0.31491563
## [2,] 1.96470389
## [3,] 0.72369248
## [4,] 0.61039305
## [5,] 0.45622483
## [6,] 0.42583501
## [7,] 0.15392902
## [8,] 0.50064716
## [9,] 1.71438477
## [10,] 0.38096052
## [11,] 0.39911338
## [12,] 0.22051679
## [13,] 0.40189079
## [14,] 3.24080768
## [15,] 5.64905867
## [16,] 0.29121528
## [17,] 0.24473917
## [18,] 1.88039632
## [19,] 0.46568925
## [20,] 1.20379323
## [21,] 0.47818490
## [22,] 0.31606873
## [23,] 0.62401301
## [24,] 0.67536555
## [25,] 0.88168258
## [26,] 0.43708896
## [27,] 3.00915336
## [28,] 0.16814907
## [29,] 0.35569341
## [30,] 0.75592433
## [31,] 2.38225273
## [32,] 1.81089536
## [33,] 0.29177386
## [34,] 2.96407377
## [35,] 6.15377497
## [36,] 0.18190745
## [37,] 0.27231607
## [38,] 0.37013044
## [39,] 0.26531463
## [40,] 0.37023824
## [41,] 3.18732209
## [42,] 0.25412523
## [43,] 0.50820169
## [44,] 4.77753703
## [45,] 0.52033260
## [46,] 1.59390603
## [47,] 0.86781475
## [48,] 0.38902085
## [49,] 0.25833960
## [50,] 0.50939049
## [51,] 1.64219013
## [52,] 0.39636214
## [53,] 0.32122788
## [54,] 0.39041386
## [55,] 1.30269872
## [56,] 0.16884531
## [57,] 1.45268092
## [58,] 0.48166299
## [59,] 1.40911807
## [60,] 0.95799164
## [61,] 1.46954412
## [62,] 0.42446238
## [63,] 0.45430856
## [64,] 0.31601899
## [65,] 0.25870600
## [66,] 2.25415994
## [67,] 0.27275380
## [68,] 0.48331693
## [69,] 0.46347187
## [70,] 0.22346611
## [71,] 0.09242472
## [72,] 0.58399942
## [73,] 0.35231261
## [74,] 0.63824347
## [75,] 2.51927119
## [76,] 0.94340322
## [77,] 1.21398746
## [78,] 1.15119707
## [79,] 1.72728862
## [80,] 1.35189129
## [81,] 1.95472820
## [82,] 0.25422120
## [83,] 0.29602189
## [84,] 0.31924871
## [85,] 0.30851572
## [86,] 3.46219510
## [87,] 0.67717275
## [88,] 3.39968373
## [89,] 0.45951459
## [90,] 0.20705676
## [91,] 0.40582759
## [92,] 0.33667456
## [93,] 0.79194591
## [94,] 0.44760580
## [95,] 0.21685999
## [96,] 3.57047301
## [97,] 1.27649330
## [98,] 1.26514646
## [99,] 0.46705464
## [100,] 0.36951741
## [101,] 0.26918495
## [102,] 0.35181597
## [103,] 2.25270159
## [104,] 0.30636697
## [105,] 0.55155603
## [106,] 0.42146138
## [107,] 1.22582759
## [108,] 0.13937612
## [109,] 0.16539965
## [110,] 0.17939324
## [111,] 1.16993338
## [112,] 3.10086410
## [113,] 0.36942580
## [114,] 0.51187778
## [115,] 0.40721763
## [116,] 0.84117132
## [117,] 0.99222869
## [118,] 0.28364447
## [119,] 3.22874388
## [120,] 0.27762419
## [121,] 0.14264631
## [122,] 0.38328360
## [123,] 0.88537263
## [124,] 0.49092866
## [125,] 3.25460960
## [126,] 0.82583532
## [127,] 0.68235361
## [128,] 0.52663137
## [129,] 0.36830938
## [130,] 0.55031218
## [131,] 0.32119597
## [132,] 0.87686931
## [133,] 0.68662021
## [134,] 3.18381760
## [135,] 0.36048028
## [136,] 0.24477235
## [137,] 4.19049850
## [138,] 3.25146327
## [139,] 0.19545250
## [140,] 0.23902529
## [141,] 0.47533210
## [142,] 0.45794363
## [143,] 1.31581436
## [144,] 0.18824969
## [145,] 0.51739574
## [146,] 0.62710234
## [147,] 1.42826350
## [148,] 0.34978280
## [149,] 1.38328901
## [150,] 0.24498432
## [151,] 1.78475357
## [152,] 4.26891964
## [153,] 0.33056916
## [154,] 0.26609056
## [155,] 0.73808246
## [156,] 0.17274737
## [157,] 1.38116428
## [158,] 0.48039703
## [159,] 1.51637285
## [160,] 0.50304783
## [161,] 0.29565781
## [162,] 0.62579670
## [163,] 0.37480469
## [164,] 1.24920760
## [165,] 0.45044594
## [166,] 1.95223422
## [167,] 0.27320365
## [168,] 1.64925192
## [169,] 1.35029215
## [170,] 1.11477944
## [171,] 0.22514036
## [172,] 0.44605748
## [173,] 4.89031335
## [174,] 0.56312856
## [175,] 0.11822991
## [176,] 0.44870971
## [177,] 0.30637699
## [178,] 0.20560748
## [179,] 0.36773267
## [180,] 0.13068112
## [181,] 0.24139088
## [182,] 0.14250417
## [183,] 0.14350072
## [184,] 0.56680598
## [185,] 0.60300122
## [186,] 0.25953434
## [187,] 0.33025914
## [188,] 0.52903006
## [189,] 0.83599719
## [190,] 0.29293265
## [191,] 0.86430346
## [192,] 0.26900080
## [193,] 0.43144330
## [194,] 0.37375845
## [195,] 0.29087156
## [196,] 0.66820629
## [197,] 0.33664504
## [198,] 0.23345029
## [199,] 0.33186128
## [200,] 0.71506246
## [201,] 0.63565194
## [202,] 0.13311743
## [203,] 0.49482637
## [204,] 0.55802424
## [205,] 1.40974204
## [206,] 0.26135455
## [207,] 0.56254676
## [208,] 0.60781796
## [209,] 0.49895112
## [210,] 0.53975984
## [211,] 3.11087864
## [212,] 1.55032582
## [213,] 0.37185161
## [214,] 0.10968493
## [215,] 0.15223477
## [216,] 0.50391311
## [217,] 3.46219480
## [218,] 0.36223371
## [219,] 0.24470315
## [220,] 0.41240125
## [221,] 2.07539515
## [222,] 0.24929327
## [223,] 0.42870762
## [224,] 0.37610375
## [225,] 0.41394271
## [226,] 1.44645393
## [227,] 0.55310355
## [228,] 3.99559689
## [229,] 0.41149839
## [230,] 0.57268734
## [231,] 3.86215178
## [232,] 1.14089944
## [233,] 0.65074019
## [234,] 3.25804060
## [235,] 4.22282933
## [236,] 0.55892173
## [237,] 1.29948085
## [238,] 1.69885324
## [239,] 0.26373444
## [240,] 0.14518989
## [241,] 2.14558197
## [242,] 0.18034392
## [243,] 0.85629307
## [244,] 1.55748585
## [245,] 0.53462049
## [246,] 0.16677415
## [247,] 4.24085350
## [248,] 0.52113149
## [249,] 1.46053388
## [250,] 0.40821386
## [251,] 0.57063322
## [252,] 0.29141245
## [253,] 0.26546416
## [254,] 0.31169121
## [255,] 0.47043489
## [256,] 0.84968745
## [257,] 0.27717492
## [258,] 0.35099325
## [259,] 0.90267458
## [260,] 3.84507523
## [261,] 0.41853629
## [262,] 0.22228230
## [263,] 0.64687586
## [264,] 0.66564331
## [265,] 1.25384082
## [266,] 0.45079906
## [267,] 0.68492982
## [268,] 0.29947088
## [269,] 0.36115394
## [270,] 2.00996150
## [271,] 0.30126231
## [272,] 0.86247299
## [273,] 0.23721206
## [274,] 1.23677105
## [275,] 2.43253274
## [276,] 0.36788483
## [277,] 0.33040522
## [278,] 0.45847316
## [279,] 0.26429129
## [280,] 1.57136671
## [281,] 0.38724113
## [282,] 1.99277249
## [283,] 0.31327111
## [284,] 0.31444320
## [285,] 0.52454011
## [286,] 0.43872390
## [287,] 3.20235113
## [288,] 0.77259991
## [289,] 0.32600826
## [290,] 0.42520361
## [291,] 0.47979581
## [292,] 0.71420201
## [293,] 0.90979517
## [294,] 0.36340137
## [295,] 0.31850875
## [296,] 0.12020759
## [297,] 0.24207873
## [298,] 1.37488258
## [299,] 1.43568474
## [300,] 0.27914031
## [301,] 0.45357558
## [302,] 3.90781331
## [303,] 0.21174673
## [304,] 0.20982827
## [305,] 0.19986195
## [306,] 1.10288368
## [307,] 2.95143079
## [308,] 0.47865295
## [309,] 3.05193979
## [310,] 0.32850596
## [311,] 0.87054819
## [312,] 0.47589642
## [313,] 0.52518464
## [314,] 0.32074245
## [315,] 0.74456958
## [316,] 0.22256627
## [317,] 0.26132887
## [318,] 0.62443696
## [319,] 1.51812268
## [320,] 2.93694946
## [321,] 0.25251695
## [322,] 3.15492275
## [323,] 1.63506231
## [324,] 0.39532979
## [325,] 0.17347497
## [326,] 0.49206578
## [327,] 0.49504203
## [328,] 0.98480752
## [329,] 2.98350047
## [330,] 0.95585268
## [331,] 2.53739095
## [332,] 0.91496942
## [333,] 0.23192911
## [334,] 0.51899073
## [335,] 1.89160464
## [336,] 5.54886779
## [337,] 2.08727003
## [338,] 1.88421217
## [339,] 0.30545752
## [340,] 3.52501292
## [341,] 0.81727158
## [342,] 0.34926007
## [343,] 0.25915331
## [344,] 1.33950237
## [345,] 0.30112142
## [346,] 0.25187124
## [347,] 0.25663344
## [348,] 0.21303629
## [349,] 0.99520693
## [350,] 2.00000746
## [351,] 0.30184133
## [352,] 0.28987594
## [353,] 0.50168616
## [354,] 0.16724004
## [355,] 0.66826747
## [356,] 0.34252361
## [357,] 0.28273258
## [358,] 1.27985730
## [359,] 3.03201473
## [360,] 0.87419967
## [361,] 0.33858017
## [362,] 0.20236597
## [363,] 0.64443671
## [364,] 0.62665653
## [365,] 0.79836046
## [366,] 0.45630190
## [367,] 1.08902162
## [368,] 1.56800186
## [369,] 0.17673300
## [370,] 3.18253550
## [371,] 1.12642449
## [372,] 0.68613328
## [373,] 0.72451894
## [374,] 0.40617735
## [375,] 0.40488855
## [376,] 0.60658939
## [377,] 0.41858790
## [378,] 0.22587832
## [379,] 3.21114575
## [380,] 2.68469155
## [381,] 0.90048293
## [382,] 0.65537033
## [383,] 0.31341414
## [384,] 0.37561492
## [385,] 0.35217570
## [386,] 0.31616677
## [387,] 0.36124090
## [388,] 0.21917389
## [389,] 1.01614887
## [390,] 0.40518136
## [391,] 0.31169118
## [392,] 0.27453767
## [393,] 2.11995090
## [394,] 0.14867538
## [395,] 0.29781276
## [396,] 0.23049006
## [397,] 1.62883691
## [398,] 0.36730127
## [399,] 3.12307577
## [400,] 0.99870054
## [401,] 0.19495913
## [402,] 0.44185772
## [403,] 0.54084952
## [404,] 0.50116165
## [405,] 1.79674404
## [406,] 0.30604614
## [407,] 2.37034679
## [408,] 1.08420671
## [409,] 0.41913893
## [410,] 1.51220807
## [411,] 1.22527284
## [412,] 0.23213470
## [413,] 0.50217455
## [414,] 3.30186450
## [415,] 1.10352089
## [416,] 1.19508842
## [417,] 0.35379872
## [418,] 0.31988354
## [419,] 0.38485107
## [420,] 0.43492929
## [421,] 0.51106217
## [422,] 0.30264965
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## [927,] 0.29874754
## [928,] 0.74398321
## [929,] 0.35296864
## [930,] 2.16905654
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## [932,] 1.04198963
## [933,] 0.41617794
## [934,] 0.18619392
## [935,] 0.64840474
## [936,] 0.90442993
## [937,] 3.19173785
## [938,] 0.57899377
## [939,] 0.53455048
## [940,] 2.50803926
## [941,] 0.63902642
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## [943,] 0.93649781
## [944,] 0.50953760
## [945,] 0.59621398
## [946,] 0.63960829
## [947,] 0.32995043
## [948,] 1.12509692
## [949,] 0.22387290
## [950,] 1.12894606
## [951,] 2.63796014
## [952,] 0.18583870
## [953,] 0.52296518
## [954,] 0.36374959
## [955,] 0.25567333
## [956,] 0.64494331
## [957,] 0.29647871
## [958,] 1.58318766
## [959,] 0.27029903
## [960,] 0.52457365
## [961,] 0.49256622
## [962,] 0.10701525
## [963,] 0.39793331
## [964,] 0.42625185
## [965,] 0.58353726
## [966,] 1.37740031
## [967,] 0.27937926
## [968,] 0.36366415
## [969,] 0.53044935
## [970,] 0.31551835
## [971,] 0.23063870
## [972,] 3.17225680
## [973,] 0.34635929
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## [975,] 2.28697917
## [976,] 0.26321616
## [977,] 0.42723917
## [978,] 0.38088058
## [979,] 1.04467088
## [980,] 0.17995462
## [981,] 1.06715827
## [982,] 0.16587396
## [983,] 1.60342301
## [984,] 0.49541903
## [985,] 3.13764004
## [986,] 0.39270963
## [987,] 0.37418803
## [988,] 1.40225381
## [989,] 2.53466877
## [990,] 0.50656744
## [991,] 0.65571722
## [992,] 0.39489262
## [993,] 0.53778082
## [994,] 0.36639692
## [995,] 0.32505099
## [996,] 0.46265487
## [997,] 0.37246797
## [998,] 3.09975598
## [999,] 0.26034910
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
## 8 1 1 0 0 0
## 9 1 1 0 0 0
## 10 1 0 1 0 0
## 11 1 1 0 0 0
## 12 1 1 0 0 0
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 1 0 0 0
## 16 1 1 0 0 0
## 17 1 1 0 0 0
## 18 1 0 1 0 0
## 19 1 0 1 0 0
## 20 1 1 0 0 0
## 21 1 1 0 0 0
## 22 1 1 0 0 0
## 23 1 0 1 0 0
## 24 1 0 1 0 0
## 25 1 1 0 0 0
## 26 1 1 0 0 0
## 27 1 0 1 0 0
## 28 1 1 0 0 0
## 29 1 1 0 0 0
## 30 1 1 0 0 0
## 31 1 1 0 0 0
## 32 1 0 1 0 0
## 33 1 1 0 0 0
## 34 1 0 1 0 0
## 35 1 1 0 0 0
## 36 1 1 0 0 0
## 37 1 0 1 0 0
## 38 1 1 0 0 0
## 39 1 0 1 0 0
## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
## 43 1 1 0 0 0
## 44 1 0 1 0 0
## 45 1 1 0 0 0
## 46 1 0 1 0 0
## 47 1 1 0 0 0
## 48 1 0 1 0 0
## 49 1 1 0 0 0
## 50 1 0 1 0 0
## 51 1 1 0 0 0
## 52 1 1 0 0 0
## 53 1 1 0 0 0
## 54 1 1 0 0 0
## 55 1 1 0 0 0
## 56 1 1 0 0 0
## 57 1 1 0 0 0
## 58 1 0 1 0 0
## 59 1 1 0 0 0
## 60 1 1 0 0 0
## 61 1 0 1 0 0
## 62 1 0 1 0 0
## 63 1 0 1 0 0
## 64 1 1 0 0 0
## 65 1 0 1 0 0
## 66 1 1 0 0 0
## 67 1 0 1 0 0
## 68 1 0 1 0 0
## 69 1 0 1 0 0
## 70 1 1 0 0 0
## 71 1 1 0 0 0
## 72 1 0 1 0 0
## 73 1 0 1 0 0
## 74 1 0 1 0 0
## 75 1 0 1 0 0
## 76 1 0 1 0 0
## 77 1 0 1 0 0
## 78 1 0 1 0 0
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## 88 1 0 1 0 0
## 89 1 0 1 0 0
## 90 1 0 1 0 0
## 91 1 0 1 0 0
## 92 1 0 1 0 0
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##
## $terms
## im ~ demo$gender
## attr(,"variables")
## list(im, demo$gender)
## attr(,"factors")
## demo$gender
## im 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to gender.
Now, Self-Determination:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.0500 0.012490 0.50676 0.00656 0.631
## Residuals 307 7.5669 0.024648 0.99344
## Total 311 7.6168 1.00000
##
## $call
## adonis(formula = sd ~ demo$gender)
##
## $coefficients
## sd1 sd2 sd3 sd4 sd5
## (Intercept) 3.92256561 4.1264503 4.1450104 3.64822169 4.0562241
## demo$gender1 -0.04411257 -0.1816989 -0.2168336 0.01476174 -0.3766661
## demo$gender2 -0.18819061 -0.4389503 -0.3481354 -0.07009669 -0.4546616
## demo$gender3 -0.92256561 -0.1264503 -0.1450104 -0.64822169 -0.0562241
## demo$gender4 0.07743439 0.8735497 -0.1450104 0.35177831 0.9437759
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.12172661 0.0900137382 0.10834087 0.120012097 0.12172661
## demo$gender1 0.02839194 0.0367547346 0.02437756 0.027593834 0.02839194
## demo$gender2 0.04633762 0.0423773891 0.03290503 0.021331347 0.04633762
## demo$gender3 0.04106409 0.0099862618 0.01986426 -0.008900986 0.04106409
## demo$gender4 -0.05789682 0.0008953527 -0.03857342 -0.020012097 -0.05789682
## 6 7 8 9 10
## (Intercept) 0.101202565 0.08351713 0.12172661 0.189911011 0.47576741
## demo$gender1 0.022601574 0.04005656 0.02839194 0.005176586 -0.01559964
## demo$gender2 0.025450566 0.03712633 0.04633762 -0.004887998 -0.03158089
## demo$gender3 -0.045647010 -0.05649010 0.04106409 -0.064911011 -0.03576741
## demo$gender4 -0.001202565 -0.01034640 -0.05789682 0.032311211 0.04147397
## 11 12 13 14 15
## (Intercept) 0.1921454599 0.082558869 0.09274887 0.07414702 0.12172661
## demo$gender1 0.0078202726 0.037098379 0.02773003 0.03642694 0.02839194
## demo$gender2 -0.0008283375 0.040631894 0.03405862 0.03814443 0.04633762
## demo$gender3 -0.0671454599 -0.005635792 -0.01582579 -0.02151544 0.04106409
## demo$gender4 0.0300767624 -0.012791427 -0.02298143 -0.02652797 -0.05789682
## 16 17 18 19 20
## (Intercept) 0.07414702 0.07414702 0.148000374 0.107307623 0.101202565
## demo$gender1 0.03642694 0.03642694 0.007770875 0.028358684 0.022601574
## demo$gender2 0.03814443 0.03814443 0.002793715 0.038279631 0.025450566
## demo$gender3 -0.02151544 -0.02151544 -0.030353315 0.014643597 -0.045647010
## demo$gender4 -0.02652797 -0.02652797 0.009894363 0.003803488 -0.001202565
## 21 22 23 24 25
## (Intercept) 0.11164109 0.221780143 0.37268248 0.09548398 0.07414702
## demo$gender1 0.02598473 0.001571462 -0.01833258 0.02958097 0.03642694
## demo$gender2 0.02395686 -0.011807069 -0.03566299 0.02944844 0.03814443
## demo$gender3 -0.08306966 -0.060489821 -0.03934915 -0.01440290 -0.02151544
## demo$gender4 0.01656404 0.035362714 0.04667236 -0.02231325 -0.02652797
## 26 27 28 29 30
## (Intercept) 0.58637668 0.0900137382 0.105923435 0.12172661 0.225430060
## demo$gender1 -0.02688166 0.0367547346 0.029781040 0.02839194 0.005978413
## demo$gender2 -0.03846495 0.0423773891 0.032433711 0.04633762 -0.005264269
## demo$gender3 -0.02115929 0.0099862618 -0.050367880 0.04106409 -0.064139738
## demo$gender4 0.04325295 0.0008953527 -0.005923435 -0.05789682 0.031712797
## 31 32 33 34 35
## (Intercept) 0.11513022 0.32823673 0.124292743 0.09280588 0.091655716
## demo$gender1 0.02772710 -0.01598915 0.014909883 0.02485686 0.038222578
## demo$gender2 0.04437163 -0.03501494 0.015843803 0.02613822 0.036744569
## demo$gender3 0.02772693 -0.04252245 -0.038578457 -0.01172479 -0.091655716
## demo$gender4 -0.07165195 0.04676327 0.003912385 -0.01963514 0.008344284
## 36 37 38 39 40
## (Intercept) 0.08959702 0.082132293 0.12172661 0.32823673 0.11552853
## demo$gender1 0.03437616 0.034663757 0.02839194 -0.01598915 0.03000099
## demo$gender2 0.04350581 0.041786789 0.04633762 -0.03501494 0.04329268
## demo$gender3 0.01040298 -0.005209216 0.04106409 -0.04252245 0.02732861
## demo$gender4 -0.04414247 -0.058876479 -0.05789682 0.04676327 -0.02857201
## 41 42 43 44 45
## (Intercept) 0.12172661 0.11552853 0.10909080 0.09894669 0.12172661
## demo$gender1 0.02839194 0.03000099 0.03025198 0.03688087 0.02839194
## demo$gender2 0.04633762 0.04329268 0.04173588 0.04911910 0.04633762
## demo$gender3 0.04106409 0.02732861 0.01286042 0.02300453 0.04106409
## demo$gender4 -0.05789682 -0.02857201 -0.04242414 -0.07672447 -0.05789682
## 46 47 48 49 50
## (Intercept) 0.160190706 0.13557904 0.32823673 0.11948740 0.08959702
## demo$gender1 0.010839253 0.01813238 -0.01598915 0.02449699 0.03437616
## demo$gender2 0.000445395 0.01399172 -0.03501494 0.02840965 0.04350581
## demo$gender3 -0.069281615 -0.07675551 -0.04252245 -0.06393184 0.01040298
## demo$gender4 0.028998484 0.02231570 0.04676327 -0.01948740 -0.04414247
## 51 52 53 54 55
## (Intercept) 0.58637668 0.09493218 0.13557904 0.58637668 0.091655716
## demo$gender1 -0.02688166 0.03052643 0.01813238 -0.02688166 0.038222578
## demo$gender2 -0.03846495 0.02684756 0.01399172 -0.03846495 0.036744569
## demo$gender3 -0.02115929 -0.01385110 -0.07675551 -0.02115929 -0.091655716
## demo$gender4 0.04325295 -0.02176145 0.02231570 0.04325295 0.008344284
## 56 57 58 59 60
## (Intercept) 0.13767178 0.09153354 0.082558869 1.000616e-01 0.11650150
## demo$gender1 0.02060668 0.03818854 0.037098379 2.616398e-02 0.03337376
## demo$gender2 0.01779566 0.04092337 0.040631894 3.765727e-02 0.03114905
## demo$gender3 -0.07884825 -0.03890196 -0.005635792 -6.162828e-05 -0.08793007
## demo$gender4 0.02022296 -0.04391450 -0.012791427 -5.460708e-02 0.01170363
## 61 62 63 64 65
## (Intercept) 0.107307623 0.09716351 0.07414702 0.16597483 0.101202565
## demo$gender1 0.028358684 0.03498758 0.03642694 0.01545321 0.022601574
## demo$gender2 0.038279631 0.04566285 0.03814443 0.01318380 0.025450566
## demo$gender3 0.014643597 0.02478771 -0.02151544 -0.07506573 -0.045647010
## demo$gender4 0.003803488 -0.03049685 -0.02652797 0.02321436 -0.001202565
## 66 67 68 69 70
## (Intercept) 0.190305562 0.11513022 0.153458299 0.09845145 0.09280588
## demo$gender1 0.007549434 0.02772710 0.018434198 0.03595650 0.02485686
## demo$gender2 -0.006077191 0.04437163 0.008504167 0.04855773 0.02613822
## demo$gender3 -0.065305562 0.02772693 -0.035811240 0.02349977 -0.01172479
## demo$gender4 0.031916660 -0.07165195 0.004436438 -0.07622923 -0.01963514
## 71 72 73 74 75
## (Intercept) 0.11387056 0.07414702 0.081922115 0.091655716 0.12172661
## demo$gender1 0.02678002 0.03642694 0.034573522 0.038222578 0.02839194
## demo$gender2 0.04153975 0.03814443 0.037824332 0.036744569 0.04633762
## demo$gender3 0.02898658 -0.02151544 -0.054895088 -0.091655716 0.04106409
## demo$gender4 -0.02691404 -0.02652797 -0.008751383 0.008344284 -0.05789682
## 76 77 78 79 80
## (Intercept) 0.11164109 0.082558869 0.52678775 0.13497606 0.07414702
## demo$gender1 0.02598473 0.037098379 -0.02380617 0.01917180 0.03642694
## demo$gender2 0.02395686 0.040631894 -0.03868771 0.01114337 0.03814443
## demo$gender3 -0.08306966 -0.005635792 -0.02678775 -0.07615253 -0.02151544
## demo$gender4 0.01656404 -0.012791427 0.04464082 0.02291868 -0.02652797
## 81 82 83 84 85
## (Intercept) 0.12172661 0.12172661 0.33126488 0.12539733 0.103955443
## demo$gender1 0.02839194 0.02839194 -0.01261363 0.02172277 0.027455686
## demo$gender2 0.04633762 0.04633762 -0.02930602 0.01234467 0.028855086
## demo$gender3 0.04106409 0.04106409 -0.04555059 -0.03968304 -0.048399887
## demo$gender4 -0.05789682 -0.05789682 0.04373512 0.00280780 -0.003955443
## 86 87 88 89 90
## (Intercept) 0.09274887 0.32823673 0.42368857 0.091331257 0.115143178
## demo$gender1 0.02773003 -0.01598915 -0.01589353 0.037746540 0.017474935
## demo$gender2 0.03405862 -0.03501494 -0.03098949 0.045338141 0.016843487
## demo$gender3 -0.01582579 -0.04252245 -0.03907318 0.008668743 -0.004032067
## demo$gender4 -0.02298143 0.04676327 0.04297810 -0.045876712 -0.015143178
## 91 92 93 94 95
## (Intercept) 0.07414702 0.07414702 0.08959702 0.07414702 0.208652962
## demo$gender1 0.03642694 0.03642694 0.03437616 0.03642694 0.004314455
## demo$gender2 0.03814443 0.03814443 0.04350581 0.03814443 -0.010300012
## demo$gender3 -0.02151544 -0.02151544 0.01040298 -0.02151544 -0.021152962
## demo$gender4 -0.02652797 -0.02652797 -0.04414247 -0.02652797 0.013569260
## 96 97 98 99 100
## (Intercept) 0.10690031 0.12172661 0.42016939 0.081922115 0.082040874
## demo$gender1 0.02603363 0.02839194 -0.01935878 0.034573522 0.036133308
## demo$gender2 0.03938276 0.04633762 -0.03808175 0.037824332 0.040042981
## demo$gender3 0.01505091 0.04106409 -0.03555401 -0.054895088 -0.005117797
## demo$gender4 -0.04023365 -0.05789682 0.04649727 -0.008751383 -0.012273432
## 101 102 103 104 105
## (Intercept) 0.12172661 0.07414702 0.2213127551 0.13497606 0.12172661
## demo$gender1 0.02839194 0.03642694 0.0008146106 0.01917180 0.02839194
## demo$gender2 0.04633762 0.03814443 -0.0124523822 0.01114337 0.04633762
## demo$gender3 0.04106409 -0.02151544 -0.0600224325 -0.07615253 0.04106409
## demo$gender4 -0.05789682 -0.02652797 0.0358301021 0.02291868 -0.05789682
## 106 107 108 109 110
## (Intercept) 0.176610935 0.082558869 0.222214324 0.1929590944 0.148000374
## demo$gender1 0.002225198 0.037098379 0.002629915 0.0100575314 0.007770875
## demo$gender2 -0.002285922 0.040631894 -0.011562978 -0.0006246925 0.002793715
## demo$gender3 -0.025095784 -0.005635792 -0.060924002 -0.0679590944 -0.030353315
## demo$gender4 0.012578254 -0.012791427 0.034928533 0.0292631278 0.009894363
## 111 112 113 114 115
## (Intercept) 0.07414702 0.10560523 0.07414702 0.09153354 0.09280588
## demo$gender1 0.03642694 0.03648729 0.03642694 0.03818854 0.02485686
## demo$gender2 0.03814443 0.05051472 0.03814443 0.04092337 0.02613822
## demo$gender3 -0.02151544 0.03725192 -0.02151544 -0.03890196 -0.01172479
## demo$gender4 -0.02652797 -0.06212696 -0.02652797 -0.04391450 -0.01963514
## 116 117 118 119 120
## (Intercept) 0.17883524 0.09280588 0.10560523 0.11164109 0.090103382
## demo$gender1 0.02861930 0.02485686 0.03648729 0.02598473 0.035320440
## demo$gender2 0.02181831 0.02613822 0.05051472 0.02395686 0.044080614
## demo$gender3 -0.06118818 -0.01172479 0.03725192 -0.08306966 0.009896618
## demo$gender4 0.03169108 -0.01963514 -0.06212696 0.01656404 -0.044648836
## 121 122 123 124 125
## (Intercept) 0.07414702 0.10868349 0.11552853 0.12513638 0.105028465
## demo$gender1 0.03642694 0.02792692 0.03000099 0.01518039 0.034070805
## demo$gender2 0.03814443 0.04283901 0.04329268 0.02841058 0.025459035
## demo$gender3 -0.02151544 0.01326773 0.02732861 0.02486362 -0.049472910
## demo$gender4 -0.02652797 -0.08646127 -0.02857201 -0.03422729 -0.005028465
## 126 127 128 129 130
## (Intercept) 0.105923435 0.25790204 0.160190706 0.10560523 0.12172661
## demo$gender1 0.029781040 -0.00051712 0.010839253 0.03648729 0.02839194
## demo$gender2 0.032433711 -0.01401204 0.000445395 0.05051472 0.04633762
## demo$gender3 -0.050367880 -0.05790204 -0.069281615 0.03725192 0.04106409
## demo$gender4 -0.005923435 0.03621560 0.028998484 -0.06212696 -0.05789682
## 131 132 133 134 135
## (Intercept) 0.09280588 0.139274150 0.32823673 0.11517814 0.10739556
## demo$gender1 0.02485686 0.015105791 -0.01598915 0.02433686 0.02695799
## demo$gender2 0.02613822 0.023679087 -0.03501494 0.03483392 0.03994413
## demo$gender3 -0.01172479 -0.004139015 -0.04252245 0.03482186 0.01455566
## demo$gender4 -0.01963514 -0.017322931 0.04676327 -0.02426905 -0.04072889
## 136 137 138 139 140
## (Intercept) 0.12172661 0.12172661 0.07414702 0.123707853 0.11387056
## demo$gender1 0.02839194 0.02839194 0.03642694 0.015916009 0.02678002
## demo$gender2 0.04633762 0.04633762 0.03814443 0.013083007 0.04153975
## demo$gender3 0.04106409 0.04106409 -0.02151544 -0.037993567 0.02898658
## demo$gender4 -0.05789682 -0.05789682 -0.02652797 0.004497275 -0.02691404
## 141 142 143 144 145
## (Intercept) 0.13497606 0.151878883 0.10868349 0.163138751 0.2213719226
## demo$gender1 0.01917180 0.011976771 0.02792692 0.015557662 0.0003122269
## demo$gender2 0.01114337 0.010223345 0.04283901 0.004571121 -0.0117724959
## demo$gender3 -0.07615253 -0.034231824 0.01326773 -0.072229660 -0.0600816000
## demo$gender4 0.02291868 0.006015854 -0.08646127 0.026050439 0.0357709345
## 146 147 148 149 150
## (Intercept) 0.101014676 0.07414702 0.32823673 0.47104833 0.2161212073
## demo$gender1 0.025881369 0.03642694 -0.01598915 -0.02181843 0.0171341480
## demo$gender2 0.029042359 0.03814443 -0.03501494 -0.03951935 -0.0007149704
## demo$gender3 0.004248482 -0.02151544 -0.04252245 -0.03104833 -0.0286212073
## demo$gender4 -0.005776581 -0.02652797 0.04676327 0.04619305 0.0061010149
## 151 152 153 154 155
## (Intercept) 0.103085347 0.12172661 0.10903520 0.13767178 0.10834087
## demo$gender1 0.031400041 0.02839194 0.02120008 0.02060668 0.02437756
## demo$gender2 0.029735699 0.04633762 0.02970249 0.01779566 0.03290503
## demo$gender3 0.002177811 0.04106409 -0.02795412 -0.07884825 0.01986426
## demo$gender4 -0.007847252 -0.05789682 -0.03586447 0.02022296 -0.03857342
## 156 157 158 159 160
## (Intercept) 0.12172661 0.12172661 0.12172661 0.09280588 0.11388816
## demo$gender1 0.02839194 0.02839194 0.02839194 0.02485686 0.03198237
## demo$gender2 0.04633762 0.04633762 0.04633762 0.02613822 0.02470042
## demo$gender3 0.04106409 0.04106409 0.04106409 -0.01172479 -0.08531673
## demo$gender4 -0.05789682 -0.05789682 -0.05789682 -0.01963514 0.01431697
## 161 162 163 164 165
## (Intercept) 0.081922115 0.07414702 0.09894669 0.124292743 0.12172661
## demo$gender1 0.034573522 0.03642694 0.03688087 0.014909883 0.02839194
## demo$gender2 0.037824332 0.03814443 0.04911910 0.015843803 0.04633762
## demo$gender3 -0.054895088 -0.02151544 0.02300453 -0.038578457 0.04106409
## demo$gender4 -0.008751383 -0.02652797 -0.07672447 0.003912385 -0.05789682
## 166 167 168 169 170
## (Intercept) 0.090103382 0.0900137382 0.082040874 0.10560523 0.082132293
## demo$gender1 0.035320440 0.0367547346 0.036133308 0.03648729 0.034663757
## demo$gender2 0.044080614 0.0423773891 0.040042981 0.05051472 0.041786789
## demo$gender3 0.009896618 0.0099862618 -0.005117797 0.03725192 -0.005209216
## demo$gender4 -0.044648836 0.0008953527 -0.012273432 -0.06212696 -0.058876479
## 171 172 173 174 175
## (Intercept) 0.124292743 0.220470353 0.189041052 0.081922115 0.32823673
## demo$gender1 0.014909883 -0.001503078 0.004583244 0.034573522 -0.01598915
## demo$gender2 0.015843803 -0.012661900 -0.006904532 0.037824332 -0.03501494
## demo$gender3 -0.038578457 -0.059180031 -0.064041052 -0.054895088 -0.04252245
## demo$gender4 0.003912385 0.036672504 0.033181170 -0.008751383 0.04676327
## 176 177 178 179 180
## (Intercept) 0.179558980 0.32823673 0.32823673 0.149741407 0.07414702
## demo$gender1 0.006943607 -0.01598915 -0.01598915 0.013754305 0.03642694
## demo$gender2 0.001839804 -0.03501494 -0.03501494 0.002033383 0.03814443
## demo$gender3 -0.028043829 -0.04252245 -0.04252245 -0.032094348 -0.02151544
## demo$gender4 0.009630209 0.04676327 0.04676327 0.008153330 -0.02652797
## 181 182 183 184 185
## (Intercept) 0.11387056 0.09548398 0.11513022 0.2101268464 0.11552853
## demo$gender1 0.02678002 0.02958097 0.02772710 0.0002029471 0.03000099
## demo$gender2 0.04153975 0.02944844 0.04437163 -0.0017668522 0.04329268
## demo$gender3 0.02898658 -0.01440290 0.02772693 -0.0226268464 0.02732861
## demo$gender4 -0.02691404 -0.02231325 -0.07165195 0.0120953758 -0.02857201
## 186 187 188 189 190
## (Intercept) 0.13557904 0.101795867 0.293408895 0.11513022 0.12172661
## demo$gender1 0.01813238 0.029534358 -0.005406708 0.02772710 0.02839194
## demo$gender2 0.01399172 0.039489607 -0.022412585 0.04437163 0.04633762
## demo$gender3 -0.07675551 -0.001795867 -0.052029584 0.02772693 0.04106409
## demo$gender4 0.02231570 -0.056341322 0.039924439 -0.07165195 -0.05789682
## 191 192 193 194 195
## (Intercept) 0.11650150 0.07414702 0.12172661 0.11387056 0.07414702
## demo$gender1 0.03337376 0.03642694 0.02839194 0.02678002 0.03642694
## demo$gender2 0.03114905 0.03814443 0.04633762 0.04153975 0.03814443
## demo$gender3 -0.08793007 -0.02151544 0.04106409 0.02898658 -0.02151544
## demo$gender4 0.01170363 -0.02652797 -0.05789682 -0.02691404 -0.02652797
## 196 197 198 199 200
## (Intercept) 0.08959702 0.09716351 0.254665459 0.08351713 0.12172661
## demo$gender1 0.03437616 0.03498758 -0.004389497 0.04005656 0.02839194
## demo$gender2 0.04350581 0.04566285 -0.019849419 0.03712633 0.04633762
## demo$gender3 0.01040298 0.02478771 -0.054665459 -0.05649010 0.04106409
## demo$gender4 -0.04414247 -0.03049685 0.039452188 -0.01034640 -0.05789682
## 201 202 203 204 205
## (Intercept) 0.07414702 0.12172661 0.08959702 0.09845145 0.160190706
## demo$gender1 0.03642694 0.02839194 0.03437616 0.03595650 0.010839253
## demo$gender2 0.03814443 0.04633762 0.04350581 0.04855773 0.000445395
## demo$gender3 -0.02151544 0.04106409 0.01040298 0.02349977 -0.069281615
## demo$gender4 -0.02652797 -0.05789682 -0.04414247 -0.07622923 0.028998484
## 206 207 208 209 210
## (Intercept) 0.58637668 0.091655716 0.13188338 0.082040874 0.081922115
## demo$gender1 -0.02688166 0.038222578 0.01622963 0.036133308 0.034573522
## demo$gender2 -0.03846495 0.036744569 0.03091103 0.040042981 0.037824332
## demo$gender3 -0.02115929 -0.091655716 0.03884832 -0.005117797 -0.054895088
## demo$gender4 0.04325295 0.008344284 -0.02077227 -0.012273432 -0.008751383
## 211 212 213 214 215
## (Intercept) 0.07414702 0.09493218 0.090103382 0.12172661 0.101202565
## demo$gender1 0.03642694 0.03052643 0.035320440 0.02839194 0.022601574
## demo$gender2 0.03814443 0.02684756 0.044080614 0.04633762 0.025450566
## demo$gender3 -0.02151544 -0.01385110 0.009896618 0.04106409 -0.045647010
## demo$gender4 -0.02652797 -0.02176145 -0.044648836 -0.05789682 -0.001202565
## 216 217 218 219 220
## (Intercept) 0.52714875 0.09548398 0.07414702 0.118439446 0.09716351
## demo$gender1 -0.02421204 0.02958097 0.03642694 0.016478759 0.03498758
## demo$gender2 -0.03719885 0.02944844 0.03814443 0.024587940 0.04566285
## demo$gender3 -0.02714875 -0.01440290 -0.02151544 0.009765682 0.02478771
## demo$gender4 0.04427982 -0.02231325 -0.02652797 -0.002160377 -0.03049685
## 221 222 223 224 225
## (Intercept) 0.148000374 0.12172661 0.12172661 0.47089602 0.254730821
## demo$gender1 0.007770875 0.02839194 0.02839194 -0.02306926 -0.006163765
## demo$gender2 0.002793715 0.04633762 0.04633762 -0.03872543 -0.017879067
## demo$gender3 -0.030353315 0.04106409 0.04106409 -0.03089602 -0.054730821
## demo$gender4 0.009894363 -0.05789682 -0.05789682 0.04634536 0.039386826
## 226 227 228 229 230
## (Intercept) 0.09280588 0.09845145 9.997198e-02 0.09845145 0.09716351
## demo$gender1 0.02485686 0.03595650 2.759827e-02 0.03595650 0.03498758
## demo$gender2 0.02613822 0.04855773 3.595405e-02 0.04855773 0.04566285
## demo$gender3 -0.01172479 0.02349977 2.801515e-05 0.02349977 0.02478771
## demo$gender4 -0.01963514 -0.07622923 -9.062894e-03 -0.07622923 -0.03049685
## 231 232 233 234 235
## (Intercept) 0.29009229 0.107307623 0.178772205 0.09335142 0.32823673
## demo$gender1 -0.01129800 0.028358684 0.004781381 0.04172289 -0.01598915
## demo$gender2 -0.02647110 0.038279631 0.001641703 0.04284264 -0.03501494
## demo$gender3 -0.04871298 0.014643597 -0.027257053 -0.04071984 -0.04252245
## demo$gender4 0.04324104 0.003803488 0.010416984 -0.04573237 0.04676327
## 236 237 238 239 240
## (Intercept) 0.07414702 0.07414702 0.11447305 0.101202565 0.126321190
## demo$gender1 0.03642694 0.03642694 0.03097624 0.022601574 0.017307394
## demo$gender2 0.03814443 0.03814443 0.02746122 0.025450566 0.019531635
## demo$gender3 -0.02151544 -0.02151544 -0.08590162 -0.045647010 -0.040606905
## demo$gender4 -0.02652797 -0.02652797 0.01373208 -0.001202565 0.001883938
## 241 242 243 244 245
## (Intercept) 0.07414702 0.127105497 0.101795867 0.12172661 0.32823673
## demo$gender1 0.03642694 0.017852907 0.029534358 0.02839194 -0.01598915
## demo$gender2 0.03814443 0.021339042 0.039489607 0.04633762 -0.03501494
## demo$gender3 -0.02151544 -0.041391211 -0.001795867 0.04106409 -0.04252245
## demo$gender4 -0.02652797 0.001099631 -0.056341322 -0.05789682 0.04676327
## 246 247 248 249 250
## (Intercept) 0.189911011 0.081922115 0.09716351 0.07414702 0.12172661
## demo$gender1 0.005176586 0.034573522 0.03498758 0.03642694 0.02839194
## demo$gender2 -0.004887998 0.037824332 0.04566285 0.03814443 0.04633762
## demo$gender3 -0.064911011 -0.054895088 0.02478771 -0.02151544 0.04106409
## demo$gender4 0.032311211 -0.008751383 -0.03049685 -0.02652797 -0.05789682
## 251 252 253 254 255
## (Intercept) 0.081922115 0.1217654206 0.165356632 0.082040874 0.09280588
## demo$gender1 0.034573522 0.0194152086 0.018686652 0.036133308 0.02485686
## demo$gender2 0.037824332 0.0208975331 0.008095774 0.040042981 0.02613822
## demo$gender3 -0.054895088 -0.0406843395 -0.074447541 -0.005117797 -0.01172479
## demo$gender4 -0.008751383 0.0001857989 0.023832557 -0.012273432 -0.01963514
## 256 257 258 259 260
## (Intercept) 0.12539733 0.082132293 0.082558869 0.091420901 0.101795867
## demo$gender1 0.02172277 0.034663757 0.037098379 0.036312246 0.029534358
## demo$gender2 0.01234467 0.041786789 0.040631894 0.047041366 0.039489607
## demo$gender3 -0.03968304 -0.005209216 -0.005635792 0.008579099 -0.001795867
## demo$gender4 0.00280780 -0.058876479 -0.012791427 -0.091420901 -0.056341322
## 261 262 263 264 265
## (Intercept) 0.07414702 0.13497606 0.11164109 0.58637668 0.58637668
## demo$gender1 0.03642694 0.01917180 0.02598473 -0.02688166 -0.02688166
## demo$gender2 0.03814443 0.01114337 0.02395686 -0.03846495 -0.03846495
## demo$gender3 -0.02151544 -0.07615253 -0.08306966 -0.02115929 -0.02115929
## demo$gender4 -0.02652797 0.02291868 0.01656404 0.04325295 0.04325295
## 266 267 268 269 270
## (Intercept) 0.12172661 0.160190706 0.10690031 0.179394437 0.07414702
## demo$gender1 0.02839194 0.010839253 0.02603363 0.003706432 0.03642694
## demo$gender2 0.04633762 0.000445395 0.03938276 0.004583349 0.03814443
## demo$gender3 0.04106409 -0.069281615 0.01505091 -0.027879286 -0.02151544
## demo$gender4 -0.05789682 0.028998484 -0.04023365 0.009794752 -0.02652797
## 271 272 273 274 275
## (Intercept) 0.07414702 0.07414702 0.127234284 0.10971863 0.126321190
## demo$gender1 0.03642694 0.03642694 0.027586533 0.02943106 0.017307394
## demo$gender2 0.03814443 0.03814443 0.023859232 0.03675525 0.019531635
## demo$gender3 -0.02151544 -0.02151544 0.007900851 -0.03279555 -0.040606905
## demo$gender4 -0.02652797 -0.02652797 -0.005283064 -0.03995119 0.001883938
## 276 277 278 279 280
## (Intercept) 0.103085347 0.07414702 0.1004783479 0.082040874 0.32823673
## demo$gender1 0.031400041 0.03642694 0.0285425524 0.036133308 -0.01598915
## demo$gender2 0.029735699 0.03814443 0.0365288548 0.040042981 -0.03501494
## demo$gender3 0.002177811 -0.02151544 -0.0004783479 -0.005117797 -0.04252245
## demo$gender4 -0.007847252 -0.02652797 -0.0095692570 -0.012273432 0.04676327
## 281 282 283 284 285
## (Intercept) 0.07414702 0.09716351 0.160190706 0.10782287 0.12172661
## demo$gender1 0.03642694 0.03498758 0.010839253 0.02341249 0.02839194
## demo$gender2 0.03814443 0.04566285 0.000445395 0.03231611 0.04633762
## demo$gender3 -0.02151544 0.02478771 -0.069281615 0.02038226 0.04106409
## demo$gender4 -0.02652797 -0.03049685 0.028998484 -0.03805543 -0.05789682
## 286 287 288 289 290
## (Intercept) 0.151878883 0.11447305 0.082558869 0.126539812 0.156887371
## demo$gender1 0.011976771 0.03097624 0.037098379 0.020907525 0.019588043
## demo$gender2 0.010223345 0.02746122 0.040631894 0.016587370 0.017637536
## demo$gender3 -0.034231824 -0.08590162 -0.005635792 -0.040825527 -0.039240312
## demo$gender4 0.006015854 0.01373208 -0.012791427 0.001665316 0.001007366
## 291 292 293 294 295
## (Intercept) 0.12172661 0.08959702 0.12172661 0.091655716 0.07414702
## demo$gender1 0.02839194 0.03437616 0.02839194 0.038222578 0.03642694
## demo$gender2 0.04633762 0.04350581 0.04633762 0.036744569 0.03814443
## demo$gender3 0.04106409 0.01040298 0.04106409 -0.091655716 -0.02151544
## demo$gender4 -0.05789682 -0.04414247 -0.05789682 0.008344284 -0.02652797
## 296 297 298 299 300
## (Intercept) 0.13549863 0.11552853 0.41975373 0.14058752 0.12172661
## demo$gender1 0.02463433 0.03000099 -0.02037038 0.02574365 0.02839194
## demo$gender2 0.03335207 0.04329268 -0.03831714 0.02140591 0.04633762
## demo$gender3 0.03523308 0.02732861 -0.03513835 -0.08176399 0.04106409
## demo$gender4 -0.02438752 -0.02857201 0.04691293 0.01730721 -0.05789682
## 301 302 303 304 305
## (Intercept) 0.12172661 0.153770502 0.09493218 0.11517814 0.11631939
## demo$gender1 0.02839194 0.017474210 0.03052643 0.02433686 0.02132181
## demo$gender2 0.04633762 0.010400762 0.02684756 0.03483392 0.03189701
## demo$gender3 0.04106409 -0.036123443 -0.01385110 0.03482186 -0.01105623
## demo$gender4 -0.05789682 0.004124235 -0.02176145 -0.02426905 -0.02108129
## 306 307 308 309 310
## (Intercept) 0.08959702 0.090103382 0.37240314 0.206379671 0.290525813
## demo$gender1 0.03437616 0.035320440 -0.01802796 -0.001921138 -0.008630624
## demo$gender2 0.04350581 0.044080614 -0.03680564 -0.010884293 -0.027837914
## demo$gender3 0.01040298 0.009896618 -0.03906980 -0.018879671 -0.049146503
## demo$gender4 -0.04414247 -0.044648836 0.04695170 0.015842551 0.042807520
## 311 312
## (Intercept) 0.105028465 0.101202565
## demo$gender1 0.034070805 0.022601574
## demo$gender2 0.025459035 0.025450566
## demo$gender3 -0.049472910 -0.045647010
## demo$gender4 -0.005028465 -0.001202565
##
## $f.perms
## [,1]
## [1,] 1.39332053
## [2,] 0.76268481
## [3,] 1.03437155
## [4,] 1.52132015
## [5,] 0.46062134
## [6,] 0.58675581
## [7,] 0.43191885
## [8,] 1.05271473
## [9,] 1.89784042
## [10,] 0.18017655
## [11,] 0.59762137
## [12,] 0.36151095
## [13,] 0.59945669
## [14,] 1.99647067
## [15,] 3.60736501
## [16,] 0.47452006
## [17,] 0.29196672
## [18,] 3.60716895
## [19,] 0.72695111
## [20,] 0.23276026
## [21,] 0.44543014
## [22,] 0.40380297
## [23,] 0.48121427
## [24,] 0.77194247
## [25,] 0.71140885
## [26,] 1.31020580
## [27,] 2.75283976
## [28,] 0.38664364
## [29,] 0.40216473
## [30,] 0.30012554
## [31,] 1.24223779
## [32,] 0.33693460
## [33,] 0.15543132
## [34,] 2.13202848
## [35,] 3.09819136
## [36,] 0.40686083
## [37,] 0.30503573
## [38,] 0.15699264
## [39,] 0.96690729
## [40,] 0.32959588
## [41,] 1.12360108
## [42,] 0.38030514
## [43,] 0.57173513
## [44,] 3.64003526
## [45,] 1.05355722
## [46,] 0.19611537
## [47,] 0.53260638
## [48,] 0.52746828
## [49,] 0.46683754
## [50,] 0.19781617
## [51,] 1.60552597
## [52,] 0.73985733
## [53,] 0.63186629
## [54,] 0.94339612
## [55,] 0.73571575
## [56,] 0.49946523
## [57,] 0.99410617
## [58,] 0.84655219
## [59,] 3.59700578
## [60,] 0.19045158
## [61,] 0.99033200
## [62,] 1.75125188
## [63,] 0.40928345
## [64,] 0.35918581
## [65,] 0.32035166
## [66,] 0.91617185
## [67,] 0.58434985
## [68,] 0.79777670
## [69,] 0.57300889
## [70,] 0.14746709
## [71,] 0.19173531
## [72,] 1.23083391
## [73,] 0.47703533
## [74,] 0.62513003
## [75,] 2.78466343
## [76,] 0.83010557
## [77,] 0.49415110
## [78,] 1.11851754
## [79,] 1.39070998
## [80,] 0.30424669
## [81,] 0.35806073
## [82,] 0.37757173
## [83,] 1.23989173
## [84,] 0.55352950
## [85,] 1.09931325
## [86,] 0.31989345
## [87,] 0.55075663
## [88,] 3.89018757
## [89,] 0.79142329
## [90,] 0.31981973
## [91,] 0.52966576
## [92,] 0.20082923
## [93,] 0.55835611
## [94,] 0.34805274
## [95,] 0.42326127
## [96,] 0.91744754
## [97,] 0.62634687
## [98,] 0.56835841
## [99,] 1.03472103
## [100,] 0.60246534
## [101,] 0.60669249
## [102,] 1.22942329
## [103,] 1.17655675
## [104,] 0.31530790
## [105,] 1.39668021
## [106,] 0.94649598
## [107,] 0.35837382
## [108,] 0.97455213
## [109,] 0.09202482
## [110,] 0.77531430
## [111,] 0.89495168
## [112,] 3.56883487
## [113,] 0.62878460
## [114,] 0.55261326
## [115,] 0.33430692
## [116,] 2.44648085
## [117,] 0.47191515
## [118,] 0.24565756
## [119,] 3.54088304
## [120,] 0.77145618
## [121,] 0.19078000
## [122,] 1.62633827
## [123,] 0.65865541
## [124,] 0.50628788
## [125,] 2.83074322
## [126,] 0.82813370
## [127,] 0.43565603
## [128,] 0.51616757
## [129,] 0.24403169
## [130,] 0.22744753
## [131,] 0.57486555
## [132,] 0.70942726
## [133,] 0.43019498
## [134,] 2.46022542
## [135,] 0.44323432
## [136,] 0.73744684
## [137,] 3.05177099
## [138,] 1.37879121
## [139,] 0.48583409
## [140,] 0.54276208
## [141,] 0.39896189
## [142,] 0.54478873
## [143,] 1.16119662
## [144,] 0.42364799
## [145,] 0.66062833
## [146,] 1.17848896
## [147,] 0.65763239
## [148,] 1.03652732
## [149,] 1.24880011
## [150,] 0.33824976
## [151,] 0.66585792
## [152,] 5.09700260
## [153,] 1.40524221
## [154,] 0.22411190
## [155,] 1.75308069
## [156,] 1.65292830
## [157,] 0.34427386
## [158,] 0.49739533
## [159,] 0.37189657
## [160,] 0.20462570
## [161,] 0.30183162
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## [816,] 0.32515014
## [817,] 0.75810666
## [818,] 0.69303136
## [819,] 2.26298455
## [820,] 3.94558520
## [821,] 0.28495069
## [822,] 1.10628811
## [823,] 0.44645568
## [824,] 0.57721961
## [825,] 0.44296074
## [826,] 3.48404138
## [827,] 0.51917870
## [828,] 0.38364179
## [829,] 1.83053997
## [830,] 0.48076922
## [831,] 0.36250344
## [832,] 1.60893351
## [833,] 1.22715501
## [834,] 0.96762630
## [835,] 0.70316060
## [836,] 0.46631594
## [837,] 0.69694026
## [838,] 0.11928981
## [839,] 0.37077732
## [840,] 0.66276049
## [841,] 0.77386241
## [842,] 2.83340386
## [843,] 0.54358179
## [844,] 0.53711547
## [845,] 0.78530653
## [846,] 0.63119309
## [847,] 0.99586978
## [848,] 0.39364580
## [849,] 0.17143859
## [850,] 0.84993121
## [851,] 0.42495656
## [852,] 3.61463114
## [853,] 0.64933160
## [854,] 3.40056507
## [855,] 2.28076777
## [856,] 0.16771003
## [857,] 0.25124993
## [858,] 0.34905784
## [859,] 0.21888373
## [860,] 1.61368078
## [861,] 0.26951742
## [862,] 0.58955500
## [863,] 0.26160279
## [864,] 1.89898039
## [865,] 1.05997953
## [866,] 1.03075927
## [867,] 0.54672422
## [868,] 0.25529261
## [869,] 3.28609762
## [870,] 0.38352244
## [871,] 0.55824811
## [872,] 0.24345559
## [873,] 1.06010226
## [874,] 0.42613738
## [875,] 0.47525442
## [876,] 0.78290190
## [877,] 0.30987260
## [878,] 0.30159972
## [879,] 1.03387833
## [880,] 0.67849098
## [881,] 0.29989227
## [882,] 4.45557298
## [883,] 0.58189535
## [884,] 1.06616284
## [885,] 0.31625109
## [886,] 0.32301827
## [887,] 0.54935473
## [888,] 2.80378787
## [889,] 0.19745204
## [890,] 0.49691583
## [891,] 1.36060323
## [892,] 0.19562801
## [893,] 0.26234794
## [894,] 0.54916595
## [895,] 0.45179619
## [896,] 0.66910699
## [897,] 0.29382414
## [898,] 1.44313066
## [899,] 1.01522600
## [900,] 0.63885241
## [901,] 0.33764290
## [902,] 1.61609713
## [903,] 0.81598790
## [904,] 0.52658320
## [905,] 1.17647514
## [906,] 0.28942322
## [907,] 0.13548441
## [908,] 0.49102078
## [909,] 1.24374972
## [910,] 0.25658888
## [911,] 3.60910592
## [912,] 0.78518751
## [913,] 1.82925268
## [914,] 0.86569396
## [915,] 3.91533322
## [916,] 1.48706389
## [917,] 0.98720442
## [918,] 1.42065737
## [919,] 0.26465423
## [920,] 0.68699684
## [921,] 0.34191287
## [922,] 0.48527508
## [923,] 5.05611150
## [924,] 0.46241149
## [925,] 0.44789839
## [926,] 0.40395831
## [927,] 0.61029854
## [928,] 1.76144728
## [929,] 0.71262106
## [930,] 1.10408283
## [931,] 0.15425914
## [932,] 0.84631915
## [933,] 2.35991635
## [934,] 0.35040169
## [935,] 0.38792838
## [936,] 0.74619598
## [937,] 3.02290843
## [938,] 0.39623544
## [939,] 0.42868885
## [940,] 2.86960700
## [941,] 0.28841493
## [942,] 0.41449826
## [943,] 0.85984717
## [944,] 0.34089314
## [945,] 0.18627734
## [946,] 1.23842186
## [947,] 0.41052284
## [948,] 3.35672596
## [949,] 0.32129876
## [950,] 1.05093349
## [951,] 2.26455565
## [952,] 0.28402201
## [953,] 1.19421512
## [954,] 0.43453829
## [955,] 0.50183080
## [956,] 1.15184138
## [957,] 1.30151839
## [958,] 1.48175758
## [959,] 0.32950200
## [960,] 0.41338884
## [961,] 0.67083372
## [962,] 1.76801032
## [963,] 0.17362127
## [964,] 0.98746294
## [965,] 0.67200958
## [966,] 1.12943265
## [967,] 0.88624309
## [968,] 0.52293910
## [969,] 0.47727829
## [970,] 1.25690018
## [971,] 0.13967505
## [972,] 1.77066175
## [973,] 1.06536888
## [974,] 0.85427360
## [975,] 0.64277961
## [976,] 0.31688958
## [977,] 0.63662055
## [978,] 0.55898121
## [979,] 0.62509875
## [980,] 0.52662284
## [981,] 0.49867445
## [982,] 0.45718173
## [983,] 1.12736756
## [984,] 0.32196671
## [985,] 0.51239385
## [986,] 0.17460303
## [987,] 0.56957290
## [988,] 0.74888272
## [989,] 0.51943379
## [990,] 0.44633023
## [991,] 0.46785567
## [992,] 0.40118225
## [993,] 1.41405798
## [994,] 0.42926945
## [995,] 0.52339056
## [996,] 0.69486883
## [997,] 0.42822997
## [998,] 3.58724102
## [999,] 0.25568505
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
## 8 1 1 0 0 0
## 9 1 1 0 0 0
## 10 1 0 1 0 0
## 11 1 1 0 0 0
## 12 1 1 0 0 0
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 1 0 0 0
## 16 1 1 0 0 0
## 17 1 1 0 0 0
## 18 1 0 1 0 0
## 19 1 0 1 0 0
## 20 1 1 0 0 0
## 21 1 1 0 0 0
## 22 1 1 0 0 0
## 23 1 0 1 0 0
## 24 1 0 1 0 0
## 25 1 1 0 0 0
## 26 1 1 0 0 0
## 27 1 0 1 0 0
## 28 1 1 0 0 0
## 29 1 1 0 0 0
## 30 1 1 0 0 0
## 31 1 1 0 0 0
## 32 1 0 1 0 0
## 33 1 1 0 0 0
## 34 1 0 1 0 0
## 35 1 1 0 0 0
## 36 1 1 0 0 0
## 37 1 0 1 0 0
## 38 1 1 0 0 0
## 39 1 0 1 0 0
## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
## 43 1 1 0 0 0
## 44 1 0 1 0 0
## 45 1 1 0 0 0
## 46 1 0 1 0 0
## 47 1 1 0 0 0
## 48 1 0 1 0 0
## 49 1 1 0 0 0
## 50 1 0 1 0 0
## 51 1 1 0 0 0
## 52 1 1 0 0 0
## 53 1 1 0 0 0
## 54 1 1 0 0 0
## 55 1 1 0 0 0
## 56 1 1 0 0 0
## 57 1 1 0 0 0
## 58 1 0 1 0 0
## 59 1 1 0 0 0
## 60 1 1 0 0 0
## 61 1 0 1 0 0
## 62 1 0 1 0 0
## 63 1 0 1 0 0
## 64 1 1 0 0 0
## 65 1 0 1 0 0
## 66 1 1 0 0 0
## 67 1 0 1 0 0
## 68 1 0 1 0 0
## 69 1 0 1 0 0
## 70 1 1 0 0 0
## 71 1 1 0 0 0
## 72 1 0 1 0 0
## 73 1 0 1 0 0
## 74 1 0 1 0 0
## 75 1 0 1 0 0
## 76 1 0 1 0 0
## 77 1 0 1 0 0
## 78 1 0 1 0 0
## 79 1 0 1 0 0
## 80 1 1 0 0 0
## 81 1 1 0 0 0
## 82 1 0 1 0 0
## 83 1 0 1 0 0
## 84 1 0 1 0 0
## 85 1 1 0 0 0
## 86 1 1 0 0 0
## 87 1 0 1 0 0
## 88 1 0 1 0 0
## 89 1 0 1 0 0
## 90 1 0 1 0 0
## 91 1 0 1 0 0
## 92 1 0 1 0 0
## 93 1 0 1 0 0
## 94 1 0 1 0 0
## 95 1 0 1 0 0
## 96 1 0 1 0 0
## 97 1 1 0 0 0
## 98 1 0 1 0 0
## 99 1 1 0 0 0
## 100 1 0 1 0 0
## 101 1 0 1 0 0
## 102 1 1 0 0 0
## 103 1 0 1 0 0
## 104 1 0 1 0 0
## 105 1 1 0 0 0
## 106 1 1 0 0 0
## 107 1 1 0 0 0
## 108 1 1 0 0 0
## 109 1 0 1 0 0
## 110 1 0 1 0 0
## 111 1 1 0 0 0
## 112 1 1 0 0 0
## 113 1 1 0 0 0
## 114 1 1 0 0 0
## 115 1 1 0 0 0
## 116 1 0 1 0 0
## 117 1 1 0 0 0
## 118 1 1 0 0 0
## 119 1 1 0 0 0
## 120 1 1 0 0 0
## 121 1 0 1 0 0
## 122 1 1 0 0 0
## 123 1 0 1 0 0
## 124 1 1 0 0 0
## 125 1 1 0 0 0
## 126 1 0 1 0 0
## 127 1 0 1 0 0
## 128 1 1 0 0 0
## 129 1 0 1 0 0
## 130 1 0 1 0 0
## 131 1 1 0 0 0
## 132 1 1 0 0 0
## 133 1 1 0 0 0
## 134 1 0 1 0 0
## 135 1 1 0 0 0
## 136 1 0 1 0 0
## 137 1 1 0 0 0
## 138 1 0 1 0 0
## 139 1 1 0 0 0
## 140 1 1 0 0 0
## 141 1 1 0 0 0
## 142 1 1 0 0 0
## 143 1 1 0 0 0
## 144 1 1 0 0 0
## 145 1 1 0 0 0
## 146 1 1 0 0 0
## 147 1 1 0 0 0
## 148 1 1 0 0 0
## 149 1 0 1 0 0
## 150 1 0 1 0 0
## 151 1 1 0 0 0
## 152 1 1 0 0 0
## 153 1 1 0 0 0
## 154 1 0 1 0 0
## 155 1 0 1 0 0
## 156 1 0 1 0 0
## 157 1 0 1 0 0
## 158 1 0 1 0 0
## 159 1 0 1 0 0
## 160 1 0 1 0 0
## 161 1 1 0 0 0
## 162 1 0 1 0 0
## 163 1 1 0 0 0
## 164 1 1 0 0 0
## 165 1 0 1 0 0
## 166 1 0 1 0 0
## 167 1 0 1 0 0
## 168 1 0 1 0 0
## 169 1 1 0 0 0
## 170 1 1 0 0 0
## 171 1 1 0 0 0
## 172 1 0 1 0 0
## 173 1 0 1 0 0
## 174 1 0 1 0 0
## 175 1 0 1 0 0
## 176 1 0 1 0 0
## 177 1 1 0 0 0
## 178 1 1 0 0 0
## 179 1 0 1 0 0
## 180 1 1 0 0 0
## 181 1 1 0 0 0
## 182 1 0 1 0 0
## 183 1 1 0 0 0
## 184 1 1 0 0 0
## 185 1 0 1 0 0
## 186 1 1 0 0 0
## 187 1 1 0 0 0
## 188 1 1 0 0 0
## 189 1 1 0 0 0
## 190 1 1 0 0 0
## 191 1 1 0 0 0
## 192 1 1 0 0 0
## 193 1 0 1 0 0
## 194 1 1 0 0 0
## 195 1 1 0 0 0
## 196 1 1 0 0 0
## 197 1 1 0 0 0
## 198 1 1 0 0 0
## 199 1 0 1 0 0
## 200 1 0 1 0 0
## 201 1 1 0 0 0
## 202 1 1 0 0 0
## 203 1 1 0 0 0
## 204 1 1 0 0 0
## 205 1 0 1 0 0
## 206 1 0 1 0 0
## 207 1 0 0 1 0
## 208 1 1 0 0 0
## 209 1 1 0 0 0
## 210 1 0 1 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
## 213 1 1 0 0 0
## 214 1 1 0 0 0
## 215 1 0 1 0 0
## 216 1 1 0 0 0
## 217 1 0 1 0 0
## 218 1 0 1 0 0
## 219 1 0 1 0 0
## 220 1 1 0 0 0
## 221 1 1 0 0 0
## 222 1 1 0 0 0
## 223 1 1 0 0 0
## 224 1 1 0 0 0
## 225 1 1 0 0 0
## 226 1 1 0 0 0
## 227 1 1 0 0 0
## 228 1 1 0 0 0
## 229 1 1 0 0 0
## 230 1 0 1 0 0
## 231 1 1 0 0 0
## 232 1 1 0 0 0
## 233 1 1 0 0 0
## 234 1 0 1 0 0
## 235 1 0 1 0 0
## 236 1 0 1 0 0
## 237 1 0 1 0 0
## 238 1 1 0 0 0
## 239 1 1 0 0 0
## 240 1 1 0 0 0
## 241 1 1 0 0 0
## 242 1 1 0 0 0
## 243 1 1 0 0 0
## 244 1 1 0 0 0
## 245 1 0 1 0 0
## 246 1 1 0 0 0
## 247 1 1 0 0 0
## 248 1 1 0 0 0
## 249 1 1 0 0 0
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 1 0 0
## 253 1 1 0 0 0
## 254 1 0 1 0 0
## 255 1 1 0 0 0
## 256 1 0 1 0 0
## 257 1 0 1 0 0
## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
## 262 1 0 1 0 0
## 263 1 0 1 0 0
## 264 1 1 0 0 0
## 265 1 1 0 0 0
## 266 1 1 0 0 0
## 267 1 1 0 0 0
## 268 1 1 0 0 0
## 269 1 1 0 0 0
## 270 1 1 0 0 0
## 271 1 0 1 0 0
## 272 1 1 0 0 0
## 273 1 1 0 0 0
## 274 1 0 1 0 0
## 275 1 0 1 0 0
## 276 1 0 1 0 0
## 277 1 0 1 0 0
## 278 1 0 1 0 0
## 279 1 1 0 0 0
## 280 1 1 0 0 0
## 281 1 1 0 0 0
## 282 1 0 1 0 0
## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
## 306 1 0 1 0 0
## 307 1 0 1 0 0
## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## sd ~ demo$gender
## attr(,"variables")
## list(sd, demo$gender)
## attr(,"factors")
## demo$gender
## sd 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to gender.
Now, Self-Efficacy:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.0621 0.015533 0.6137 0.00793 0.445
## Residuals 307 7.7704 0.025311 0.99207
## Total 311 7.8325 1.00000
##
## $call
## adonis(formula = se ~ demo$gender)
##
## $coefficients
## self_determition_ave se1 se2 se3 se4
## (Intercept) 3.9796944 3.92001899 4.4477124 4.1157890 4.5767956
## demo$gender1 -0.1609099 -0.21836153 -0.4200881 -0.4196564 -0.6928177
## demo$gender2 -0.3000069 -0.02158149 -0.2367749 -0.2329765 -0.5767956
## demo$gender3 -0.3796944 -0.92001899 -0.4477124 -0.1157890 0.4232044
## demo$gender4 0.4203056 1.07998101 0.5522876 0.8842110 0.4232044
## se5 self_efficacy_ave
## (Intercept) 4.6419199 4.3404472
## demo$gender1 -0.6198204 -0.4741488
## demo$gender2 -0.4544199 -0.3045097
## demo$gender3 0.3580801 -0.1404472
## demo$gender4 0.3580801 0.6595528
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.08490305 0.06414646 0.089101573 0.06660327 0.08490305
## demo$gender1 0.05861257 0.05658554 0.016801113 0.05476527 0.05861257
## demo$gender2 0.04549625 0.04707768 0.021672482 0.04360581 0.04549625
## demo$gender3 0.01227563 -0.01151488 -0.022434906 -0.02660327 0.01227563
## demo$gender4 -0.07625752 -0.02800188 0.009939961 -0.01782278 -0.07625752
## 6 7 8 9 10
## (Intercept) 0.120032783 0.18380546 0.08490305 0.097401856 0.592401616
## demo$gender1 0.003374501 -0.01424149 0.05861257 0.020713134 -0.044249856
## demo$gender2 0.016813645 0.00562246 0.04549625 0.017754623 -0.040004013
## demo$gender3 -0.053366116 -0.03756040 0.01227563 -0.012894814 -0.001241395
## demo$gender4 0.034329633 0.04039382 -0.07625752 0.005162246 0.053531398
## 11 12 13 14 15
## (Intercept) 0.10722584 0.083033306 0.089101573 0.08960924 0.085673506
## demo$gender1 0.01732970 0.024826185 0.016801113 0.01585955 0.041921051
## demo$gender2 0.01978699 0.024520748 0.021672482 0.02035711 0.035613129
## demo$gender3 -0.03528339 -0.003995505 -0.022434906 -0.02622895 0.008789035
## demo$gender4 0.01695717 -0.004663400 0.009939961 0.01295487 -0.040897387
## 16 17 18 19 20
## (Intercept) 0.08960924 0.078400488 0.091062699 0.07993305 0.109809223
## demo$gender1 0.01585955 0.059703634 0.021690498 0.06005859 0.007794188
## demo$gender2 0.02035711 0.044423088 0.019430472 0.04632032 0.014453977
## demo$gender3 -0.02622895 0.004402059 -0.014139622 0.01154960 -0.030099078
## demo$gender4 0.01295487 -0.072552535 0.004478702 -0.07703450 0.021769725
## 21 22 23 24 25
## (Intercept) 0.088178690 0.205059288 0.142039916 0.107816628 0.08960924
## demo$gender1 0.022470988 -0.019572199 0.005262316 0.006161668 0.01585955
## demo$gender2 0.020725249 0.001119032 0.007908817 0.014236703 0.02035711
## demo$gender3 -0.015007958 -0.039067385 -0.025935047 -0.024784137 -0.02622895
## demo$gender4 0.003884802 0.045849803 0.024061779 0.020052224 0.01295487
## 26 27 28 29 30
## (Intercept) 0.6094753429 0.08789678 0.263584635 0.08490305 0.139191864
## demo$gender1 -0.0440493024 0.02939144 -0.028790607 0.05861257 0.003360928
## demo$gender2 -0.0393246060 0.02745762 -0.004201817 0.04549625 0.014570743
## demo$gender3 -0.0005367955 0.01277436 -0.032815405 0.01227563 -0.052399411
## demo$gender4 0.0523604058 -0.03268206 0.049392464 -0.07625752 0.034869569
## 31 32 33 34 35
## (Intercept) 0.075846061 0.568072945 0.123000134 0.08774803 0.184535981
## demo$gender1 0.056443236 -0.044401866 0.002133927 0.02952870 -0.016181574
## demo$gender2 0.046252213 -0.039238199 0.015178329 0.03263696 0.004331094
## demo$gender3 0.001077016 -0.002855554 -0.052368164 -0.06301304 -0.041678838
## demo$gender4 -0.052316649 0.054568564 0.035249024 0.01836130 0.044035448
## 36 37 38 39 40
## (Intercept) 0.08466200 0.077945574 0.096703603 0.568072945 0.10397998
## demo$gender1 0.04731535 0.060405957 0.015525664 -0.044401866 0.01326918
## demo$gender2 0.03661361 0.045526102 0.022046964 -0.039238199 0.02501200
## demo$gender3 0.01856381 0.007768712 -0.017118828 -0.002855554 -0.04015019
## demo$gender4 -0.06691052 -0.075030122 0.007397344 0.054568564 0.01860067
## 41 42 43 44 45
## (Intercept) 0.071810182 0.08804061 0.07033555 0.080423767 0.08490305
## demo$gender1 0.053898856 0.03662764 0.04922347 0.043931694 0.05861257
## demo$gender2 0.045578393 0.03622323 0.04466768 0.035508065 0.04549625
## demo$gender3 -0.009920931 -0.01470728 -0.03354625 0.008100823 0.01227563
## demo$gender4 -0.027034062 -0.02706500 -0.01223157 -0.041384728 -0.07625752
## 46 47 48 49 50
## (Intercept) 0.173015130 0.48143963 0.36415005 0.120032783 0.08878406
## demo$gender1 -0.011539319 -0.04281837 -0.04356309 0.003374501 0.01792524
## demo$gender2 0.004813432 -0.02739876 -0.02257309 0.016813645 0.02335282
## demo$gender3 -0.043603365 -0.01205187 -0.01835566 -0.053366116 -0.01885399
## demo$gender4 0.042532573 0.05427466 0.05733755 0.034329633 0.00675734
## 51 52 53 54 55
## (Intercept) 0.6094753429 0.2332119170 0.09736924 0.6094753429 0.09165196
## demo$gender1 -0.0440493024 -0.0270889304 0.01344784 -0.0440493024 0.01541797
## demo$gender2 -0.0393246060 -0.0005414165 0.01640998 -0.0393246060 0.01929741
## demo$gender3 -0.0005367955 -0.0298924149 -0.03308353 -0.0005367955 -0.03491437
## demo$gender4 0.0523604058 0.0455984920 0.01951387 0.0523604058 0.01802546
## 56 57 58 59 60
## (Intercept) 0.09736924 0.083517851 0.071190632 0.076881571 0.177935810
## demo$gender1 0.01344784 0.023934043 0.058284756 0.034814141 -0.006914527
## demo$gender2 0.01640998 0.023244802 0.045016000 0.033924327 0.002010165
## demo$gender3 -0.03308353 -0.007655783 -0.003229467 -0.028936365 -0.018402736
## demo$gender4 0.01951387 -0.001756845 -0.050419119 -0.001881571 0.029081734
## 61 62 63 64 65
## (Intercept) 0.0732659046 0.090038419 0.083517851 0.1295976324 0.13073450
## demo$gender1 0.0579522095 0.033728764 0.023934043 0.0005079202 0.00438631
## demo$gender2 0.0458348250 0.031109444 0.023244802 0.0127895472 0.01086995
## demo$gender3 0.0006890793 -0.004714187 -0.007655783 -0.0509459470 -0.02703080
## demo$gender4 -0.0526169370 -0.012156799 -0.001756845 0.0365040625 0.02362792
## 66 67 68 69 70
## (Intercept) 0.34269825 0.08236416 0.085387512 0.091267692 0.139480696
## demo$gender1 -0.04168933 0.05917794 0.058114043 0.016763965 -0.002173584
## demo$gender2 -0.01721217 0.04587840 0.041211322 0.022749409 0.013424581
## demo$gender3 -0.02159734 0.01197546 -0.001516544 -0.018096960 -0.045141073
## demo$gender4 0.05567573 -0.07658381 -0.067636032 0.007145007 0.034580737
## 71 72 73 74 75
## (Intercept) 0.131152431 0.083517851 0.0791986910 0.161805591 0.08490305
## demo$gender1 0.001566892 0.023934043 0.0595084791 -0.009850976 0.05861257
## demo$gender2 0.014376113 0.023244802 0.0438250302 0.008308266 0.04549625
## demo$gender3 -0.007964026 -0.007655783 0.0006735135 -0.045526522 0.01227563
## demo$gender4 0.013584411 -0.001756845 -0.0704010370 0.040991611 -0.07625752
## 76 77 78 79 80
## (Intercept) 0.07595394 0.077945574 0.6008625346 0.1478814509 0.078400488
## demo$gender1 0.05652607 0.060405957 -0.0441600166 0.0006279783 0.059703634
## demo$gender2 0.04173971 0.045526102 -0.0397515946 0.0048399174 0.044423088
## demo$gender3 -0.01365886 0.007768712 -0.0008625346 0.0013722805 0.004402059
## demo$gender4 -0.04292090 -0.075030122 0.0529836192 0.0142807113 -0.072552535
## 81 82 83 84 85
## (Intercept) 0.07837638 0.096703603 0.41693024 0.09440931 0.09165196
## demo$gender1 0.05650246 0.015525664 -0.03676406 0.01427456 0.01541797
## demo$gender2 0.04500590 0.022046964 -0.03133607 0.01774546 0.01929741
## demo$gender3 0.00149582 -0.017118828 0.01576207 -0.03391109 -0.03491437
## demo$gender4 -0.05198342 0.007397344 0.04069688 0.01885930 0.01802546
## 86 87 88 89 90
## (Intercept) 0.08245713 0.136526553 0.58412688 0.08781415 0.079557754
## demo$gender1 0.03712266 0.002069769 -0.04435671 0.03004417 0.032602090
## demo$gender2 0.03350104 0.006646866 -0.03993708 0.02655701 0.030109777
## demo$gender3 -0.01848407 -0.024586254 -0.00170930 0.01285699 -0.044835532
## demo$gender4 -0.02399560 0.025635609 0.05396836 -0.03259943 0.009049841
## 91 92 93 94 95
## (Intercept) 0.06480354 0.07762407 0.077817804 0.181629438 0.0912389750
## demo$gender1 0.05491078 0.03291231 0.035363915 -0.015426369 0.0574458420
## demo$gender2 0.04442868 0.03106794 0.036183252 0.005665044 0.0398240732
## demo$gender3 -0.01844593 -0.03624476 -0.029872598 -0.032023139 -0.0003298841
## demo$gender4 -0.02237930 0.00413694 -0.002817804 0.038228718 -0.0674294512
## 96 97 98 99 100
## (Intercept) 0.07993305 0.07567881 0.37617903 0.138559457 0.083033306
## demo$gender1 0.06005859 0.04779595 -0.04377543 -0.004006639 0.024826185
## demo$gender2 0.04632032 0.04383015 -0.02302015 0.012493917 0.024520748
## demo$gender3 0.01154960 -0.03248944 -0.01768846 -0.044219834 -0.003995505
## demo$gender4 -0.07703450 -0.01184902 0.05715430 0.035501977 -0.004663400
## 101 102 103 104 105
## (Intercept) 0.071810182 0.078400488 0.28475189 0.10772887 0.08490305
## demo$gender1 0.053898856 0.059703634 -0.03651132 0.01058722 0.05861257
## demo$gender2 0.045578393 0.044423088 -0.01151878 0.01898339 0.04549625
## demo$gender3 -0.009920931 0.004402059 -0.02710997 -0.05663398 0.01227563
## demo$gender4 -0.027034062 -0.072552535 0.05376951 0.03134397 -0.07625752
## 106 107 108 109 110
## (Intercept) 0.33687634 0.10628505 0.160160342 0.10387466 0.160831410
## demo$gender1 -0.04129970 0.00758392 -0.001829739 0.01239174 -0.002486224
## demo$gender2 -0.01755444 0.01639855 0.008099018 0.01467142 0.010289842
## demo$gender3 -0.02180785 -0.01667931 -0.048191230 -0.03193222 -0.023426830
## demo$gender4 0.05583621 0.01423613 0.038445930 0.02030834 0.025375486
## 111 112 113 114 115
## (Intercept) 0.182474615 0.08236416 0.08960924 0.083517851 0.261579266
## demo$gender1 -0.014944314 0.05917794 0.01585955 0.023934043 -0.026872229
## demo$gender2 0.007718519 0.04587840 0.02035711 0.023244802 -0.005317715
## demo$gender3 -0.032868316 0.01197546 -0.02622895 -0.007655783 -0.027536713
## demo$gender4 0.037383541 -0.07658381 0.01295487 -0.001756845 0.046405525
## 116 117 118 119 120
## (Intercept) 0.085387512 0.079628824 0.121231783 0.131189495 0.315645790
## demo$gender1 0.058114043 0.043122415 0.023365326 -0.002810036 -0.033178577
## demo$gender2 0.041211322 0.032749927 0.031210274 0.007515654 -0.006263325
## demo$gender3 -0.001516544 -0.003216864 -0.021941002 -0.023382803 -0.005911277
## demo$gender4 -0.067636032 -0.034036119 0.001348863 0.027059663 0.038684919
## 121 122 123 124 125
## (Intercept) 0.08960924 0.091267692 0.08236416 0.1370086152 0.186835660
## demo$gender1 0.01585955 0.016763965 0.05917794 0.0002295935 -0.012075789
## demo$gender2 0.02035711 0.022749409 0.04587840 0.0173959145 0.007124346
## demo$gender3 -0.02622895 -0.018096960 0.01197546 -0.0325310032 -0.043978517
## demo$gender4 0.01295487 0.007145007 -0.07658381 0.0251535470 0.041735769
## 126 127 128 129 130
## (Intercept) 0.080237294 0.093454526 0.131912421 0.08236416 0.078455729
## demo$gender1 0.059602419 0.036251651 0.004149073 0.05917794 0.055880903
## demo$gender2 0.043641192 0.026483864 0.016092761 0.04587840 0.045865495
## demo$gender3 -0.003314217 -0.017065637 -0.053260736 0.01197546 0.001416475
## demo$gender4 -0.068472588 -0.004846931 0.034189274 -0.07658381 -0.052062767
## 131 132 133 134 135
## (Intercept) 0.185391011 0.129401462 0.103993746 0.072708345 0.0851842423
## demo$gender1 -0.012120516 0.004488496 0.057444706 0.041183647 0.0247263241
## demo$gender2 0.008258123 0.011220570 0.038128795 0.035504288 0.0255493534
## demo$gender3 -0.039145952 -0.022390392 0.001269412 -0.005594251 0.0001399898
## demo$gender4 0.038808277 0.021100210 -0.067849167 -0.017493621 -0.0073026224
## 136 137 138 139 140
## (Intercept) 0.08490305 0.08091532 0.092887438 0.165052875 0.075846061
## demo$gender1 0.05861257 0.05155830 0.020692188 -0.011199441 0.056443236
## demo$gender2 0.04549625 0.04427462 0.025359075 0.006556783 0.046252213
## demo$gender3 0.01227563 -0.01902607 -0.029507156 -0.044430307 0.001077016
## demo$gender4 -0.07625752 -0.03613920 0.009676665 0.041964668 -0.052316649
## 141 142 143 144 145
## (Intercept) 0.129040823 0.1915758762 0.07993305 0.111011805 0.10732196
## demo$gender1 0.008792466 -0.0186364321 0.06005859 0.009919409 0.01210255
## demo$gender2 0.010867735 0.0009464701 0.04632032 0.018047371 0.01403202
## demo$gender3 0.006673463 -0.0395758762 0.01154960 -0.056066750 -0.03150968
## demo$gender4 -0.012157706 0.0458341957 -0.07703450 0.031845338 0.02054690
## 146 147 148 149 150
## (Intercept) 0.071627742 0.078400488 0.30203952 0.545612656 0.123431292
## demo$gender1 0.057559596 0.059703634 -0.03093535 -0.042698056 0.006375899
## demo$gender2 0.043887685 0.044423088 -0.01392713 -0.036925607 0.010551964
## demo$gender3 -0.006692678 0.004402059 -0.02770324 -0.005505704 -0.027843057
## demo$gender4 -0.047818219 -0.072552535 0.05229119 0.054387344 0.023235375
## 151 152 153 154 155
## (Intercept) 0.182474615 0.08490305 0.09049699 0.0757870106 0.06438549
## demo$gender1 -0.014944314 0.05861257 0.01547796 0.0468517765 0.05566163
## demo$gender2 0.007718519 0.04549625 0.01959890 0.0391509561 0.04558016
## demo$gender3 -0.032868316 0.01227563 -0.03042632 -0.0483897503 -0.01488054
## demo$gender4 0.037383541 -0.07625752 0.01561233 -0.0007870106 -0.02511056
## 156 157 158 159 160
## (Intercept) 0.08490305 0.08490305 0.08490305 0.06557836 0.153932499
## demo$gender1 0.05861257 0.05861257 0.05861257 0.05468725 -0.005557536
## demo$gender2 0.04549625 0.04549625 0.04549625 0.04380202 0.005191196
## demo$gender3 0.01227563 0.01227563 0.01227563 -0.02238899 -0.020852651
## demo$gender4 -0.07625752 -0.07625752 -0.07625752 -0.01998565 0.028198085
## 161 162 163 164 165
## (Intercept) 0.101568045 0.06480354 0.08695546 0.088178690 0.08490305
## demo$gender1 0.015611126 0.05491078 0.04612504 0.022470988 0.05861257
## demo$gender2 0.017343211 0.04442868 0.03599528 0.020725249 0.04549625
## demo$gender3 -0.006161685 -0.01844593 0.01915386 -0.015007958 0.01227563
## demo$gender4 0.004541280 -0.02237930 -0.06630649 0.003884802 -0.07625752
## 166 167 168 169 170
## (Intercept) 0.073625860 0.06414646 0.089101573 0.08236416 0.071270827
## demo$gender1 0.041722616 0.05658554 0.016801113 0.05917794 0.057655177
## demo$gender2 0.037717867 0.04707768 0.021672482 0.04587840 0.045886165
## demo$gender3 -0.006511766 -0.01151488 -0.022434906 0.01197546 -0.003309662
## demo$gender4 -0.018411136 -0.02800188 0.009939961 -0.07658381 -0.050499314
## 171 172 173 174 175
## (Intercept) 0.082722203 0.10273373 0.097401856 0.078460324 0.09089079
## demo$gender1 0.058715578 0.04340201 0.020713134 0.032599839 0.05239103
## demo$gender2 0.042328148 0.03070757 0.017754623 0.030365018 0.03782716
## demo$gender3 -0.002336351 0.00690082 -0.012894814 -0.040398040 -0.02239764
## demo$gender4 -0.067972940 -0.05714103 0.005162246 0.006713178 -0.01589079
## 176 177 178 179 180
## (Intercept) 0.0882519784 0.521929179 0.171120507 0.116478891 0.06480354
## demo$gender1 0.0576761713 -0.046116184 -0.006685306 0.007084118 0.05491078
## demo$gender2 0.0404680713 -0.035265462 0.007308633 0.012240191 0.04442868
## demo$gender3 -0.0008733376 -0.006139705 -0.046120507 -0.028887650 -0.01844593
## demo$gender4 -0.0674804651 0.056052472 0.040147099 0.022593957 -0.02237930
## 181 182 183 184 185
## (Intercept) 0.093927346 0.152196751 0.075766505 0.164434041 0.08129586
## demo$gender1 0.015971831 0.000417587 0.057066782 -0.008627710 0.05659486
## demo$gender2 0.022366023 0.011245724 0.045390000 0.001911254 0.04928594
## demo$gender3 -0.017538457 -0.020121279 0.001156572 -0.018280195 -0.02247233
## demo$gender4 0.007338476 0.021864683 -0.052237093 0.030010403 -0.03937969
## 186 187 188 189 190
## (Intercept) 0.156140335 0.0827351106 0.125837942 0.08236416 0.08490305
## demo$gender1 -0.009210575 0.0258975035 0.011964734 0.05917794 0.05861257
## demo$gender2 0.002940967 0.0261550085 0.010579203 0.04587840 0.04549625
## demo$gender3 -0.018735755 -0.0005433298 -0.005837942 0.01197546 0.01227563
## demo$gender4 0.030066561 -0.0077351106 0.009475589 -0.07658381 -0.07625752
## 191 192 193 194 195
## (Intercept) 0.238837010 0.078400488 0.08490305 0.075766505 0.0797141079
## demo$gender1 -0.028862341 0.059703634 0.05861257 0.057066782 0.0439153220
## demo$gender2 -0.002939025 0.044423088 0.04549625 0.045390000 0.0355967114
## demo$gender3 -0.033816089 0.004402059 0.01227563 0.001156572 -0.0002439092
## demo$gender4 0.049552504 -0.072552535 -0.07625752 -0.052237093 -0.0372898654
## 196 197 198 199 200
## (Intercept) 7.092941e-02 0.075137988 0.142307536 0.0791986910 0.08490305
## demo$gender1 5.917982e-02 0.039978834 0.006025392 0.0595084791 0.05861257
## demo$gender2 4.648429e-02 0.034874819 0.006912941 0.0438250302 0.04549625
## demo$gender3 3.832966e-05 -0.004903874 -0.001566796 0.0006735135 0.01227563
## demo$gender4 -5.317793e-02 -0.017034012 0.012054880 -0.0704010370 -0.07625752
## 201 202 203 204 205
## (Intercept) 0.08960924 0.080449405 0.08878406 0.081401435 0.10899818
## demo$gender1 0.01585955 0.038612778 0.01792524 0.043820779 0.02719779
## demo$gender2 0.02035711 0.034102524 0.02335282 0.038551984 0.02642947
## demo$gender3 -0.02622895 -0.004037445 -0.01885399 0.007123155 -0.04089783
## demo$gender4 0.01295487 -0.016619618 0.00675734 -0.042362396 0.01152299
## 206 207 208 209 210
## (Intercept) 0.6094753429 0.07780361 0.09527225 0.073894732 0.126869078
## demo$gender1 -0.0440493024 0.04696496 0.03240402 0.040728203 -0.001425704
## demo$gender2 -0.0393246060 0.04520670 0.02764165 0.036157174 0.009537619
## demo$gender3 -0.0005367955 -0.07780361 0.02603923 -0.009921668 -0.019858008
## demo$gender4 0.0523604058 0.01080399 -0.05623321 -0.015433194 0.023632594
## 211 212 213 214 215
## (Intercept) 0.0788903861 0.074235192 0.118947781 0.07567881 0.172642237
## demo$gender1 0.0427392025 0.039084953 0.009722805 0.04779595 -0.010197641
## demo$gender2 0.0343016655 0.032039118 0.024307443 0.04383015 0.002405179
## demo$gender3 0.0005798126 -0.016608073 -0.038655810 -0.03248944 -0.017603478
## demo$gender4 -0.0364661437 -0.009219712 0.020125067 -0.01184902 0.030154965
## 216 217 218 219 220
## (Intercept) 0.153702888 0.0791986910 0.07762407 0.077945574 0.07344455
## demo$gender1 0.004046042 0.0595084791 0.03291231 0.060405957 0.05381146
## demo$gender2 0.007335408 0.0438250302 0.03106794 0.045526102 0.04940669
## demo$gender3 -0.024915009 0.0006735135 -0.03624476 0.007768712 -0.03665525
## demo$gender4 0.024379304 -0.0704010370 0.00413694 -0.075030122 -0.01534057
## 221 222 223 224 225
## (Intercept) 0.11907945 0.08490305 0.08490305 0.15455272 0.208030327
## demo$gender1 0.03009478 0.05861257 0.05861257 0.01102318 -0.020801892
## demo$gender2 0.03352757 0.04549625 0.04549625 0.01525521 -0.002687332
## demo$gender3 -0.06798456 0.01227563 0.01227563 -0.03002442 -0.037298620
## demo$gender4 0.01999339 -0.07625752 -0.07625752 0.01950871 0.047444125
## 226 227 228 229 230
## (Intercept) 0.101568045 0.103027688 0.08878406 0.07935062 0.07993305
## demo$gender1 0.015611126 0.018568103 0.01792524 0.03361246 0.06005859
## demo$gender2 0.017343211 0.021382055 0.02335282 0.03329204 0.04632032
## demo$gender3 -0.006161685 0.004986249 -0.01885399 -0.02815608 0.01154960
## demo$gender4 0.004541280 -0.004614989 0.00675734 -0.00146900 -0.07703450
## 231 232 233 234 235
## (Intercept) 0.39406934 0.0732659046 0.10490997 0.11268315 0.568072945
## demo$gender1 -0.04559673 0.0579522095 0.02057008 0.01743366 -0.044401866
## demo$gender2 -0.02388469 0.0458348250 0.02079255 0.02166647 -0.039238199
## demo$gender3 -0.01607891 0.0006890793 -0.03680962 -0.02635221 -0.002855554
## demo$gender4 0.05740745 -0.0526169370 0.01561120 0.01149986 0.054568564
## 236 237 238 239 240
## (Intercept) 0.08960924 0.07342256 0.10467516 0.186835660 0.26927505
## demo$gender1 0.01585955 0.03936735 0.01144257 -0.012075789 -0.02743920
## demo$gender2 0.02035711 0.03272009 0.02034028 0.007124346 -0.00393538
## demo$gender3 -0.02622895 -0.01261175 -0.05740243 -0.043978517 -0.03322355
## demo$gender4 0.01295487 -0.01169416 0.03063838 0.041735769 0.04873262
## 241 242 243 244 245
## (Intercept) 0.08960924 0.1463296123 0.09237405 0.08490305 0.14170175
## demo$gender1 0.01585955 0.0001057548 0.02278533 0.05861257 0.01079168
## demo$gender2 0.02035711 0.0147420587 0.02571645 0.04549625 0.01345053
## demo$gender3 -0.02622895 -0.0512725781 -0.01018226 0.01227563 -0.02976145
## demo$gender4 0.01295487 0.0358009719 -0.01737405 -0.07625752 0.02046042
## 246 247 248 249
## (Intercept) 0.2274548805 0.0843744391 0.1396760349 0.259873374
## demo$gender1 -0.0216147921 0.0235904321 -0.0005021539 -0.027871672
## demo$gender2 -0.0004873625 0.0225146957 0.0169158407 -0.002667913
## demo$gender3 -0.0373722359 -0.0117100792 -0.0318693434 -0.022585239
## demo$gender4 0.0466191935 0.0007990625 0.0253071301 0.043156929
## 250 251 252 253 254
## (Intercept) 0.096703603 0.129401462 0.07241475 0.119794189 0.071270827
## demo$gender1 0.015525664 0.004488496 0.05735149 0.006404827 0.057655177
## demo$gender2 0.022046964 0.011220570 0.04327406 0.011279069 0.045886165
## demo$gender3 -0.017118828 -0.022390392 -0.01052550 -0.028219097 -0.003309662
## demo$gender4 0.007397344 0.021100210 -0.04554908 0.023062954 -0.050499314
## 255 256 257 258 259
## (Intercept) 1.275885e-01 0.077907427 0.077945574 0.077945574 0.07766351
## demo$gender1 -5.327011e-05 0.038096168 0.060405957 0.060405957 0.06127512
## demo$gender2 1.032351e-02 0.030355840 0.045526102 0.045526102 0.04696325
## demo$gender3 -2.057745e-02 -0.019886949 0.007768712 0.007768712 0.01094408
## demo$gender4 2.291315e-02 -0.006256337 -0.075030122 -0.075030122 -0.07766351
## 260 261 262 263 264
## (Intercept) 0.501119240 0.08960924 0.10772887 0.09440931 0.36460695
## demo$gender1 -0.033379978 0.01585955 0.01058722 0.01427456 -0.03374715
## demo$gender2 -0.018614632 0.02035711 0.01898339 0.01774546 -0.01288614
## demo$gender3 0.009084842 -0.02622895 -0.05663398 -0.03391109 -0.02507206
## demo$gender4 0.034595046 0.01295487 0.03134397 0.01885930 0.05103091
## 265 266 267 268 269
## (Intercept) 0.515556519 0.08490305 0.119080151 0.07993305 0.203547251
## demo$gender1 -0.046687691 0.05861257 0.005042523 0.06005859 -0.004646837
## demo$gender2 -0.031166132 0.04549625 0.010499260 0.04632032 0.009237657
## demo$gender3 -0.007703115 0.01227563 -0.027505060 0.01154960 -0.046920745
## demo$gender4 0.055219737 -0.07625752 0.023776992 -0.07703450 0.038330006
## 270 271 272 273 274
## (Intercept) 0.088711003 0.068571552 0.158927226 0.162329054 0.077945574
## demo$gender1 0.027497316 0.048705749 -0.009605730 -0.007371905 0.060405957
## demo$gender2 0.024620394 0.042612459 0.009445751 0.012425312 0.045526102
## demo$gender3 0.005883592 -0.041544525 -0.035850303 -0.042637934 0.007768712
## demo$gender4 -0.026982608 -0.006843157 0.035517218 0.036277218 -0.075030122
## 275 276 277 278 279
## (Intercept) 0.2415107474 0.159551225 0.08960924 0.072708345 0.0780991397
## demo$gender1 -0.0233117583 -0.008759796 0.01585955 0.041183647 0.0343251506
## demo$gender2 -0.0004683938 0.010471814 0.02035711 0.035504288 0.0345835460
## demo$gender3 -0.0364898269 -0.036474302 -0.02622895 -0.005594251 -0.0334256001
## demo$gender4 0.0468787657 0.034893219 0.01295487 -0.017493621 0.0002707663
## 280 281 282 283 284
## (Intercept) 0.40005541 0.181629438 0.0851842423 0.10055262 0.06438549
## demo$gender1 -0.04583987 -0.015426369 0.0247263241 0.01280406 0.05566163
## demo$gender2 -0.02480785 0.005665044 0.0255493534 0.01548651 0.04558016
## demo$gender3 -0.01544002 -0.032023139 0.0001399898 -0.03245226 -0.01488054
## demo$gender4 0.05757171 0.038228718 -0.0073026224 0.01996855 -0.02511056
## 285 286 287 288 289
## (Intercept) 0.071810182 0.115002456 0.083274794 0.077945574 0.143046366
## demo$gender1 0.053898856 0.003983764 0.042183812 0.060405957 -0.005445211
## demo$gender2 0.045578393 0.010911241 0.031110679 0.045526102 0.010443287
## demo$gender3 -0.009920931 -0.027411215 -0.006351717 0.007768712 -0.047989332
## demo$gender4 -0.027034062 0.024070391 -0.031287027 -0.075030122 0.039084218
## 290 291 292 293 294
## (Intercept) 0.07872652 0.08490305 0.08789678 0.08490305 0.09165196
## demo$gender1 0.05526489 0.05861257 0.02939144 0.05861257 0.01541797
## demo$gender2 0.04148062 0.04549625 0.02745762 0.04549625 0.01929741
## demo$gender3 -0.01293704 0.01227563 0.01277436 0.01227563 -0.03491437
## demo$gender4 -0.04258194 -0.07625752 -0.03268206 -0.07625752 0.01802546
## 295 296 297 298 299
## (Intercept) 0.071627742 0.101456510 0.111048374 0.58412688 0.085387512
## demo$gender1 0.057559596 0.015236287 0.006849874 -0.04435671 0.058114043
## demo$gender2 0.043887685 0.020000337 0.017175501 -0.03993708 0.041211322
## demo$gender3 -0.006692678 0.006557427 -0.011757594 -0.00170930 -0.001516544
## demo$gender4 -0.047818219 -0.003043812 0.011532271 0.05396836 -0.067636032
## 300 301 302 303 304
## (Intercept) 0.08490305 0.08490305 0.115767525 0.09049699 0.07766351
## demo$gender1 0.05861257 0.05861257 0.005726824 0.01547796 0.06127512
## demo$gender2 0.04549625 0.04549625 0.011463387 0.01959890 0.04696325
## demo$gender3 0.01227563 0.01227563 -0.028176284 -0.03042632 0.01094408
## demo$gender4 -0.07625752 -0.07625752 0.023305323 0.01561233 -0.07766351
## 305 306 307 308 309
## (Intercept) 0.09968692 0.08789678 0.072708345 0.30632669 0.0819040671
## demo$gender1 0.01309693 0.02939144 0.041183647 -0.03462747 0.0460665469
## demo$gender2 0.02298574 0.02745762 0.035504288 -0.01387707 0.0376502556
## demo$gender3 -0.04932721 0.01277436 -0.005594251 -0.02632669 -0.0474213085
## demo$gender4 0.02449608 -0.03268206 -0.017493621 0.05335710 -0.0001430608
## 310 311 312
## (Intercept) 0.29505803 0.09165196 0.200155585
## demo$gender1 -0.03432700 0.01541797 -0.009879278
## demo$gender2 -0.01511340 0.01929741 0.005205070
## demo$gender3 -0.02633557 -0.03491437 -0.017615902
## demo$gender4 0.05396157 0.01802546 0.028415844
##
## $f.perms
## [,1]
## [1,] 1.10050885
## [2,] 1.31952700
## [3,] 0.27932945
## [4,] 1.17757126
## [5,] 0.10796206
## [6,] 0.34752436
## [7,] 0.22991677
## [8,] 1.25126264
## [9,] 2.93862165
## [10,] 0.16015745
## [11,] 0.45220476
## [12,] 0.43755675
## [13,] 0.39517970
## [14,] 4.15672767
## [15,] 3.83427115
## [16,] 0.38794115
## [17,] 0.29992463
## [18,] 0.57337693
## [19,] 0.93158784
## [20,] 0.49487845
## [21,] 0.70196975
## [22,] 0.45486174
## [23,] 0.22623068
## [24,] 0.92913169
## [25,] 0.34929610
## [26,] 1.36760070
## [27,] 3.52652079
## [28,] 0.23290651
## [29,] 0.56802606
## [30,] 0.35112970
## [31,] 3.00935609
## [32,] 1.08777359
## [33,] 0.36806495
## [34,] 5.31227987
## [35,] 6.23171961
## [36,] 0.75110117
## [37,] 0.10623322
## [38,] 0.34598367
## [39,] 0.86109749
## [40,] 0.27018953
## [41,] 2.91287482
## [42,] 0.17160952
## [43,] 0.21444221
## [44,] 3.05557814
## [45,] 0.44781470
## [46,] 0.28894062
## [47,] 0.43145396
## [48,] 0.31702388
## [49,] 0.45563029
## [50,] 0.27772390
## [51,] 3.25471288
## [52,] 0.67957494
## [53,] 0.39022349
## [54,] 0.62571131
## [55,] 1.03564059
## [56,] 0.32942387
## [57,] 3.24761673
## [58,] 1.47530574
## [59,] 2.60736245
## [60,] 0.30882388
## [61,] 1.77216772
## [62,] 0.51667277
## [63,] 0.39456092
## [64,] 0.25710354
## [65,] 0.70585907
## [66,] 1.35062088
## [67,] 0.28078288
## [68,] 0.49954637
## [69,] 0.30220944
## [70,] 0.54536367
## [71,] 0.37776229
## [72,] 0.23117587
## [73,] 0.28677034
## [74,] 0.51735407
## [75,] 0.40767184
## [76,] 0.43418387
## [77,] 0.70489049
## [78,] 1.04126603
## [79,] 2.96804655
## [80,] 2.30637551
## [81,] 0.30076603
## [82,] 2.12471445
## [83,] 0.33082076
## [84,] 0.31565671
## [85,] 0.26749105
## [86,] 0.26549145
## [87,] 0.28176557
## [88,] 3.89474512
## [89,] 0.64712516
## [90,] 0.37520946
## [91,] 0.20594784
## [92,] 0.36501246
## [93,] 0.67014480
## [94,] 0.43996878
## [95,] 0.28293447
## [96,] 0.80756598
## [97,] 0.36616088
## [98,] 2.03786866
## [99,] 0.25980932
## [100,] 0.90906109
## [101,] 0.31482818
## [102,] 0.46488153
## [103,] 1.62725004
## [104,] 0.36567352
## [105,] 0.54819058
## [106,] 0.19901731
## [107,] 0.54575586
## [108,] 0.36256868
## [109,] 0.50945639
## [110,] 0.20121630
## [111,] 1.11383829
## [112,] 3.59701846
## [113,] 0.76733672
## [114,] 0.32837222
## [115,] 0.25638515
## [116,] 1.78292815
## [117,] 0.48815792
## [118,] 0.46003627
## [119,] 3.50225487
## [120,] 1.07402694
## [121,] 0.21731849
## [122,] 0.35452166
## [123,] 0.56737122
## [124,] 0.33905399
## [125,] 3.53538466
## [126,] 0.77655999
## [127,] 0.38163081
## [128,] 0.62385400
## [129,] 0.28202316
## [130,] 0.32614508
## [131,] 0.58830397
## [132,] 0.43780839
## [133,] 0.46051927
## [134,] 3.22992684
## [135,] 0.33252479
## [136,] 0.86310249
## [137,] 2.23929187
## [138,] 1.20195948
## [139,] 0.36961465
## [140,] 0.36525286
## [141,] 0.60463039
## [142,] 0.24709020
## [143,] 2.77864332
## [144,] 0.69944321
## [145,] 0.30565986
## [146,] 0.52464402
## [147,] 0.25899393
## [148,] 1.46827279
## [149,] 3.14279979
## [150,] 0.33799799
## [151,] 0.44042091
## [152,] 6.64932290
## [153,] 0.41394292
## [154,] 0.32631218
## [155,] 1.56748142
## [156,] 0.80825685
## [157,] 0.65388079
## [158,] 0.14425797
## [159,] 0.31626562
## [160,] 0.13648372
## [161,] 0.50634387
## [162,] 0.32767860
## [163,] 0.32195319
## [164,] 1.03309334
## [165,] 0.40257480
## [166,] 1.35602252
## [167,] 0.24399363
## [168,] 0.34116251
## [169,] 1.24189124
## [170,] 0.59670491
## [171,] 1.55748529
## [172,] 0.50039337
## [173,] 3.40746865
## [174,] 0.49246465
## [175,] 0.76604540
## [176,] 0.51221579
## [177,] 0.52923025
## [178,] 0.67659478
## [179,] 1.05841588
## [180,] 0.45276511
## [181,] 0.24109094
## [182,] 0.24296422
## [183,] 0.25098144
## [184,] 0.39975486
## [185,] 4.38908730
## [186,] 0.29519366
## [187,] 0.42729412
## [188,] 3.19656934
## [189,] 0.22759061
## [190,] 0.30493428
## [191,] 1.45618771
## [192,] 1.39010108
## [193,] 0.24039607
## [194,] 0.78818258
## [195,] 0.60919421
## [196,] 1.45505933
## [197,] 0.96741145
## [198,] 0.45343186
## [199,] 0.49623560
## [200,] 0.57610138
## [201,] 0.31894394
## [202,] 0.33717030
## [203,] 0.33532331
## [204,] 0.48617887
## [205,] 2.46779385
## [206,] 0.66067304
## [207,] 0.28941842
## [208,] 0.21180095
## [209,] 0.57920657
## [210,] 0.69226653
## [211,] 3.57302133
## [212,] 2.85595734
## [213,] 0.58386141
## [214,] 0.42303778
## [215,] 0.29185819
## [216,] 0.33737104
## [217,] 1.14957455
## [218,] 0.34073231
## [219,] 0.24443329
## [220,] 0.86712369
## [221,] 1.68974874
## [222,] 1.69224071
## [223,] 0.35998907
## [224,] 0.87007581
## [225,] 0.45157811
## [226,] 1.88479647
## [227,] 0.47452925
## [228,] 3.13818997
## [229,] 0.38162266
## [230,] 0.26419410
## [231,] 0.71770165
## [232,] 0.48568087
## [233,] 0.42322075
## [234,] 3.50240085
## [235,] 1.01108035
## [236,] 0.27797354
## [237,] 1.11408478
## [238,] 2.97610261
## [239,] 0.51402215
## [240,] 0.63708972
## [241,] 2.34543871
## [242,] 0.23743505
## [243,] 0.28137148
## [244,] 0.59142103
## [245,] 1.55132171
## [246,] 0.92144132
## [247,] 1.08049503
## [248,] 0.50081468
## [249,] 0.23883812
## [250,] 0.37690071
## [251,] 0.56345938
## [252,] 0.31318284
## [253,] 0.13404099
## [254,] 0.46286325
## [255,] 0.38093175
## [256,] 0.95534969
## [257,] 0.16154780
## [258,] 0.75877299
## [259,] 0.99187722
## [260,] 3.68006683
## [261,] 1.52760244
## [262,] 0.30475577
## [263,] 1.93314980
## [264,] 0.46031803
## [265,] 3.17347873
## [266,] 0.36605930
## [267,] 0.61640698
## [268,] 0.22117733
## [269,] 1.66857622
## [270,] 0.89035333
## [271,] 0.66602305
## [272,] 1.07246623
## [273,] 1.03259543
## [274,] 2.90458209
## [275,] 0.30140740
## [276,] 0.49734355
## [277,] 0.27711918
## [278,] 0.82667521
## [279,] 0.77411324
## [280,] 3.35138265
## [281,] 0.73678836
## [282,] 1.29966599
## [283,] 0.18982462
## [284,] 0.23450010
## [285,] 0.40372662
## [286,] 0.26985636
## [287,] 1.64582053
## [288,] 2.44000142
## [289,] 0.44247631
## [290,] 0.30075748
## [291,] 0.46624488
## [292,] 1.62108346
## [293,] 0.47085162
## [294,] 1.15704325
## [295,] 2.27564349
## [296,] 0.19120118
## [297,] 0.18393637
## [298,] 0.20194133
## [299,] 1.77785028
## [300,] 0.23630728
## [301,] 1.14127486
## [302,] 5.82232735
## [303,] 0.38552255
## [304,] 0.31318488
## [305,] 0.26223366
## [306,] 0.43081930
## [307,] 0.63198321
## [308,] 0.41858133
## [309,] 3.06001880
## [310,] 0.75959113
## [311,] 0.69772573
## [312,] 0.42104243
## [313,] 0.28120477
## [314,] 0.69088147
## [315,] 3.69561935
## [316,] 0.68830968
## [317,] 0.60501366
## [318,] 0.62012447
## [319,] 2.02032977
## [320,] 4.46590719
## [321,] 0.38209300
## [322,] 3.82706091
## [323,] 1.26814932
## [324,] 0.57339863
## [325,] 0.35739899
## [326,] 0.45669260
## [327,] 0.65222515
## [328,] 0.32657539
## [329,] 2.92643801
## [330,] 1.19614324
## [331,] 2.30557840
## [332,] 1.76496179
## [333,] 0.15884648
## [334,] 0.69292016
## [335,] 3.00753048
## [336,] 3.42203984
## [337,] 3.38358620
## [338,] 0.27124348
## [339,] 0.41224320
## [340,] 3.27035920
## [341,] 0.62281124
## [342,] 0.52138952
## [343,] 0.70045111
## [344,] 2.43829522
## [345,] 0.36304716
## [346,] 0.46025210
## [347,] 0.25979264
## [348,] 1.09839654
## [349,] 1.06052313
## [350,] 1.44971782
## [351,] 3.22990493
## [352,] 0.19121898
## [353,] 0.40732006
## [354,] 0.50229679
## [355,] 0.47635787
## [356,] 0.42282039
## [357,] 0.39379562
## [358,] 0.20283091
## [359,] 3.39063458
## [360,] 0.93144911
## [361,] 0.26275383
## [362,] 0.86911828
## [363,] 0.32710111
## [364,] 0.69563479
## [365,] 0.99597814
## [366,] 0.50727986
## [367,] 0.39786335
## [368,] 2.23493107
## [369,] 0.25854655
## [370,] 3.43974129
## [371,] 1.34390447
## [372,] 0.63421079
## [373,] 5.03820790
## [374,] 0.42036000
## [375,] 0.30988451
## [376,] 0.59981686
## [377,] 0.36154260
## [378,] 0.23168392
## [379,] 3.96216831
## [380,] 1.46957140
## [381,] 0.21613109
## [382,] 0.25621187
## [383,] 0.63432720
## [384,] 0.26091693
## [385,] 0.49648201
## [386,] 0.42294263
## [387,] 0.39428621
## [388,] 0.39789671
## [389,] 0.44057017
## [390,] 0.90311770
## [391,] 0.50224787
## [392,] 0.27583147
## [393,] 0.84176941
## [394,] 0.57965963
## [395,] 0.54460405
## [396,] 0.44006779
## [397,] 1.03078496
## [398,] 0.37192374
## [399,] 0.48580594
## [400,] 0.26830087
## [401,] 0.13905911
## [402,] 0.41505814
## [403,] 0.35568989
## [404,] 0.44981721
## [405,] 4.21643237
## [406,] 0.35391063
## [407,] 3.55397704
## [408,] 3.31501125
## [409,] 0.74397284
## [410,] 1.34437540
## [411,] 0.36990553
## [412,] 0.25818667
## [413,] 0.49333464
## [414,] 3.11673584
## [415,] 0.66943465
## [416,] 1.54626431
## [417,] 1.05882414
## [418,] 0.16107052
## [419,] 0.26317620
## [420,] 1.41722726
## [421,] 0.56103859
## [422,] 0.34828841
## [423,] 0.20548636
## [424,] 0.85090834
## [425,] 1.16995314
## [426,] 0.61106987
## [427,] 0.67298678
## [428,] 0.36915764
## [429,] 2.45229899
## [430,] 0.30784977
## [431,] 0.62987999
## [432,] 1.01980596
## [433,] 0.31600198
## [434,] 0.40337061
## [435,] 1.28743656
## [436,] 0.57902533
## [437,] 0.69345651
## [438,] 0.21640459
## [439,] 0.23582745
## [440,] 0.57754775
## [441,] 0.29433985
## [442,] 1.93061932
## [443,] 0.40944007
## [444,] 0.64726740
## [445,] 0.36156429
## [446,] 4.60568646
## [447,] 0.19952099
## [448,] 0.35444791
## [449,] 2.22755651
## [450,] 0.54383820
## [451,] 0.40665447
## [452,] 0.42085841
## [453,] 0.36617630
## [454,] 0.35120296
## [455,] 0.34330932
## [456,] 0.36590657
## [457,] 0.36738761
## [458,] 0.67912636
## [459,] 1.26613699
## [460,] 0.21872374
## [461,] 0.79492323
## [462,] 4.27376418
## [463,] 0.23330130
## [464,] 0.50493886
## [465,] 1.51202268
## [466,] 0.80932357
## [467,] 0.31423422
## [468,] 1.90571991
## [469,] 0.56885927
## [470,] 0.52424867
## [471,] 0.38561832
## [472,] 0.60748213
## [473,] 0.34941350
## [474,] 0.25612642
## [475,] 0.21971767
## [476,] 0.83179746
## [477,] 0.39999215
## [478,] 0.43554713
## [479,] 0.79235618
## [480,] 3.60595508
## [481,] 0.74005062
## [482,] 0.74312772
## [483,] 0.29071656
## [484,] 0.50105763
## [485,] 2.31539329
## [486,] 1.98588942
## [487,] 3.79265602
## [488,] 3.01519756
## [489,] 0.63791403
## [490,] 0.35694044
## [491,] 0.32314185
## [492,] 0.26250710
## [493,] 0.51114946
## [494,] 3.59171818
## [495,] 0.30915477
## [496,] 2.73085822
## [497,] 0.65546876
## [498,] 0.75370394
## [499,] 0.32687878
## [500,] 0.85632849
## [501,] 3.82934046
## [502,] 1.97578557
## [503,] 0.27342501
## [504,] 0.33649388
## [505,] 1.40785985
## [506,] 4.11699799
## [507,] 0.27744456
## [508,] 0.08813981
## [509,] 0.37046003
## [510,] 0.79535236
## [511,] 0.21846585
## [512,] 2.35885375
## [513,] 0.40437201
## [514,] 1.11820499
## [515,] 3.98709863
## [516,] 0.77135144
## [517,] 4.04136633
## [518,] 0.21209754
## [519,] 0.55811115
## [520,] 0.56806754
## [521,] 0.28064101
## [522,] 0.45072009
## [523,] 0.64546017
## [524,] 1.18944852
## [525,] 0.49486862
## [526,] 3.26419933
## [527,] 0.42816808
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## [529,] 3.34345231
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##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
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## 242 1 1 0 0 0
## 243 1 1 0 0 0
## 244 1 1 0 0 0
## 245 1 0 1 0 0
## 246 1 1 0 0 0
## 247 1 1 0 0 0
## 248 1 1 0 0 0
## 249 1 1 0 0 0
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 1 0 0
## 253 1 1 0 0 0
## 254 1 0 1 0 0
## 255 1 1 0 0 0
## 256 1 0 1 0 0
## 257 1 0 1 0 0
## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
## 262 1 0 1 0 0
## 263 1 0 1 0 0
## 264 1 1 0 0 0
## 265 1 1 0 0 0
## 266 1 1 0 0 0
## 267 1 1 0 0 0
## 268 1 1 0 0 0
## 269 1 1 0 0 0
## 270 1 1 0 0 0
## 271 1 0 1 0 0
## 272 1 1 0 0 0
## 273 1 1 0 0 0
## 274 1 0 1 0 0
## 275 1 0 1 0 0
## 276 1 0 1 0 0
## 277 1 0 1 0 0
## 278 1 0 1 0 0
## 279 1 1 0 0 0
## 280 1 1 0 0 0
## 281 1 1 0 0 0
## 282 1 0 1 0 0
## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
## 306 1 0 1 0 0
## 307 1 0 1 0 0
## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## se ~ demo$gender
## attr(,"variables")
## list(se, demo$gender)
## attr(,"factors")
## demo$gender
## se 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to gender.
Now, Grade Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.0471 0.011778 0.52835 0.00684 0.344
## Residuals 307 6.8438 0.022292 0.99316
## Total 311 6.8909 1.00000
##
## $call
## adonis(formula = gm ~ demo$gender)
##
## $coefficients
## gm1 gm2 gm3 gm4 gm5
## (Intercept) 4.2194492 4.39929213 4.59719441 4.2244044 3.7486706
## demo$gender1 0.4324845 0.17529351 0.02159012 0.4054299 0.1353073
## demo$gender2 0.2258633 0.02258287 -0.23000691 0.2677831 0.1107044
## demo$gender3 -0.2194492 0.60070787 0.40280559 -0.2244044 0.2513294
## demo$gender4 -0.2194492 -0.39929213 -0.59719441 -0.2244044 -0.7486706
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.0889160051 0.058630862 0.074812793 0.074812793 0.08302101
## demo$gender1 -0.0210419354 0.047519169 -0.011462063 -0.011462063 -0.01396659
## demo$gender2 0.0006400055 0.055117603 0.009476446 0.009476446 0.01021575
## demo$gender3 -0.0250862179 -0.035375048 -0.031334533 -0.031334533 -0.01635434
## demo$gender4 0.0474476312 -0.008630862 0.041466276 0.041466276 0.01221709
## 6 7 8 9 10
## (Intercept) 0.099272294 0.067238271 0.0889160051 0.074812793 0.0889160051
## demo$gender1 -0.006273775 0.023040418 -0.0210419354 -0.011462063 -0.0210419354
## demo$gender2 0.006832361 0.036793303 0.0006400055 0.009476446 0.0006400055
## demo$gender3 0.011838817 -0.021783725 -0.0250862179 -0.031334533 -0.0250862179
## demo$gender4 -0.004034199 0.005932461 0.0474476312 0.041466276 0.0474476312
## 11 12 13 14
## (Intercept) 0.0889160051 0.0889160051 0.074812793 0.0889160051
## demo$gender1 -0.0210419354 -0.0210419354 -0.011462063 -0.0210419354
## demo$gender2 0.0006400055 0.0006400055 0.009476446 0.0006400055
## demo$gender3 -0.0250862179 -0.0250862179 -0.031334533 -0.0250862179
## demo$gender4 0.0474476312 0.0474476312 0.041466276 0.0474476312
## 15 16 17 18 19
## (Intercept) 0.0889160051 0.076926288 0.0889160051 0.06824799 0.08302101
## demo$gender1 -0.0210419354 0.051272669 -0.0210419354 0.05255555 -0.01396659
## demo$gender2 0.0006400055 0.056335463 0.0006400055 0.05453809 0.01021575
## demo$gender3 -0.0250862179 -0.003755556 -0.0250862179 -0.02062894 -0.01635434
## demo$gender4 0.0474476312 -0.076926288 0.0474476312 -0.04260696 0.01221709
## 20 21 22 23 24
## (Intercept) 0.06691652 0.0889160051 0.0889160051 0.084692664 0.216234695
## demo$gender1 0.04617819 -0.0210419354 -0.0210419354 0.004056640 0.041790178
## demo$gender2 0.05692105 0.0006400055 0.0006400055 0.016174086 0.033176535
## demo$gender3 -0.01929747 -0.0250862179 -0.0250862179 0.006216427 0.005987527
## demo$gender4 -0.04127549 0.0474476312 0.0474476312 -0.011521932 -0.064719544
## 25 26 27 28 29
## (Intercept) 0.074812793 0.608218399 0.107109536 0.092008712 0.0889160051
## demo$gender1 -0.011462063 0.007318649 -0.004259120 0.016327217 -0.0210419354
## demo$gender2 0.009476446 -0.011011031 0.014070563 0.025851655 0.0006400055
## demo$gender3 -0.031334533 0.021411231 0.009169534 -0.001099621 -0.0250862179
## demo$gender4 0.041466276 -0.024885066 -0.007109536 -0.018837981 0.0474476312
## 30 31 32 33 34
## (Intercept) 0.0814613095 0.08302101 0.40426743 0.08302101 0.074812793
## demo$gender1 0.0009162443 -0.01396659 0.02553923 -0.01396659 -0.011462063
## demo$gender2 0.0170436870 0.01021575 0.01076538 0.01021575 0.009476446
## demo$gender3 -0.0379830487 -0.01635434 0.01508740 -0.01635434 -0.031334533
## demo$gender4 0.0348177602 0.01221709 -0.04712458 0.01221709 0.041466276
## 35 36 37 38 39
## (Intercept) 0.08302101 0.0889160051 0.08302101 0.08302101 0.608218399
## demo$gender1 -0.01396659 -0.0210419354 -0.01396659 -0.01396659 0.007318649
## demo$gender2 0.01021575 0.0006400055 0.01021575 0.01021575 -0.011011031
## demo$gender3 -0.01635434 -0.0250862179 -0.01635434 -0.01635434 0.021411231
## demo$gender4 0.01221709 0.0474476312 0.01221709 0.01221709 -0.024885066
## 40 41 42 43 44
## (Intercept) 0.0889160051 0.08302101 0.0889160051 0.074812793 0.074812793
## demo$gender1 -0.0210419354 -0.01396659 -0.0210419354 -0.011462063 -0.011462063
## demo$gender2 0.0006400055 0.01021575 0.0006400055 0.009476446 0.009476446
## demo$gender3 -0.0250862179 -0.01635434 -0.0250862179 -0.031334533 -0.031334533
## demo$gender4 0.0474476312 0.01221709 0.0474476312 0.041466276 0.041466276
## 45 46 47 48 49
## (Intercept) 0.0889160051 0.184610532 0.08397837 0.36179909 0.08302101
## demo$gender1 -0.0210419354 0.042970733 0.04063682 0.02894136 -0.01396659
## demo$gender2 0.0006400055 0.037357947 0.04391181 0.01627239 0.01021575
## demo$gender3 -0.0250862179 0.004578657 -0.01421093 0.01320091 -0.01635434
## demo$gender4 0.0474476312 -0.066963473 -0.03397837 -0.05145427 0.01221709
## 50 51 52 53 54
## (Intercept) 0.084269969 0.45113855 0.076926288 0.0889160051 0.551456496
## demo$gender1 -0.008009435 0.02059942 0.051272669 -0.0210419354 0.012012888
## demo$gender2 0.008005489 0.01046631 0.056335463 0.0006400055 -0.004627528
## demo$gender3 -0.017603302 0.01552811 -0.003755556 -0.0250862179 0.019972076
## demo$gender4 0.010968126 -0.04373115 -0.076926288 0.0474476312 -0.031456496
## 55 56 57 58 59
## (Intercept) 0.08302101 0.083417349 0.07666928 0.08302101 0.08302101
## demo$gender1 -0.01396659 -0.002034285 0.01455829 -0.01396659 -0.01396659
## demo$gender2 0.01021575 0.018439068 0.02705684 0.01021575 0.01021575
## demo$gender3 -0.01635434 0.007491742 -0.03121474 -0.01635434 -0.01635434
## demo$gender4 0.01221709 -0.010246617 -0.00349855 0.01221709 0.01221709
## 60 61 62 63 64
## (Intercept) 0.36409753 0.0889160051 0.084269969 0.102165226 0.074812793
## demo$gender1 0.02827163 -0.0210419354 -0.008009435 0.050116736 -0.011462063
## demo$gender2 0.02383744 0.0006400055 0.008005489 0.052428837 0.009476446
## demo$gender3 0.01090247 -0.0250862179 -0.017603302 -0.002165226 -0.031334533
## demo$gender4 -0.05375271 0.0474476312 0.010968126 -0.075138199 0.041466276
## 65 66 67 68
## (Intercept) 0.084269969 0.0750532192 0.0889160051 0.084269969
## demo$gender1 -0.008009435 0.0002783361 -0.0210419354 -0.008009435
## demo$gender2 0.008005489 0.0175220142 0.0006400055 0.008005489
## demo$gender3 -0.017603302 -0.0083865525 -0.0250862179 -0.017603302
## demo$gender4 0.010968126 0.0201848760 0.0474476312 0.010968126
## 69 70 71 72 73
## (Intercept) 0.0889160051 0.08302101 0.074812793 0.06828633 0.0889160051
## demo$gender1 -0.0210419354 -0.01396659 -0.011462063 0.03883335 -0.0210419354
## demo$gender2 0.0006400055 0.01021575 0.009476446 0.04515079 0.0006400055
## demo$gender3 -0.0250862179 -0.01635434 -0.031334533 -0.04503052 -0.0250862179
## demo$gender4 0.0474476312 0.01221709 0.041466276 -0.01828633 0.0474476312
## 74 75 76 77 78
## (Intercept) 0.08302101 0.0889160051 0.0889160051 0.08302101 0.08302101
## demo$gender1 -0.01396659 -0.0210419354 -0.0210419354 -0.01396659 -0.01396659
## demo$gender2 0.01021575 0.0006400055 0.0006400055 0.01021575 0.01021575
## demo$gender3 -0.01635434 -0.0250862179 -0.0250862179 -0.01635434 -0.01635434
## demo$gender4 0.01221709 0.0474476312 0.0474476312 0.01221709 0.01221709
## 79 80 81 82 83
## (Intercept) 0.1160877861 0.08302101 0.08302101 0.0995251116 0.0750532192
## demo$gender1 -0.0132205626 -0.01396659 -0.01396659 0.0124413899 0.0002783361
## demo$gender2 0.0023477084 0.01021575 0.01021575 0.0211284077 0.0175220142
## demo$gender3 0.0001912836 -0.01635434 -0.01635434 -0.0297576697 -0.0083865525
## demo$gender4 -0.0160877861 0.01221709 0.01221709 0.0004748884 0.0201848760
## 84 85 86 87 88
## (Intercept) 0.075193537 0.0889160051 0.074812793 0.083417349 0.608218399
## demo$gender1 0.021857216 -0.0210419354 -0.011462063 -0.002034285 0.007318649
## demo$gender2 0.036336904 0.0006400055 0.009476446 0.018439068 -0.011011031
## demo$gender3 -0.005426095 -0.0250862179 -0.031334533 0.007491742 0.021411231
## demo$gender4 -0.025193537 0.0474476312 0.041466276 -0.010246617 -0.024885066
## 89 90 91 92 93
## (Intercept) 0.074812793 0.11738939 0.074812793 0.0889160051 0.074812793
## demo$gender1 -0.011462063 0.04937152 -0.011462063 -0.0210419354 -0.011462063
## demo$gender2 0.009476446 0.04479249 0.009476446 0.0006400055 0.009476446
## demo$gender3 -0.031334533 -0.01738939 -0.031334533 -0.0250862179 -0.031334533
## demo$gender4 0.041466276 -0.03630831 0.041466276 0.0474476312 0.041466276
## 94 95 96 97 98
## (Intercept) 0.06824799 0.13252960 0.0889160051 0.0889160051 0.551456496
## demo$gender1 0.05255555 0.03661893 -0.0210419354 -0.0210419354 0.012012888
## demo$gender2 0.05453809 0.03375551 0.0006400055 0.0006400055 -0.004627528
## demo$gender3 -0.02062894 -0.01057838 -0.0250862179 -0.0250862179 0.019972076
## demo$gender4 -0.04260696 -0.02726645 0.0474476312 0.0474476312 -0.031456496
## 99 100 101 102 103
## (Intercept) 0.074812793 0.0814613095 0.0889160051 0.089492515 0.102213642
## demo$gender1 -0.011462063 0.0009162443 -0.0210419354 -0.009758468 0.049574988
## demo$gender2 0.009476446 0.0170436870 0.0006400055 0.008333756 0.053115835
## demo$gender3 -0.031334533 -0.0379830487 -0.0250862179 -0.002535994 -0.002213642
## demo$gender4 0.041466276 0.0348177602 0.0474476312 0.026786554 -0.075186615
## 104 105 106 107 108
## (Intercept) 0.155440800 0.074812793 0.06824799 0.084692664 0.07666928
## demo$gender1 0.045343589 -0.011462063 0.05255555 0.004056640 0.01455829
## demo$gender2 0.042234653 0.009476446 0.05453809 0.016174086 0.02705684
## demo$gender3 0.002453937 -0.031334533 -0.02062894 0.006216427 -0.03121474
## demo$gender4 -0.069726514 0.041466276 -0.04260696 -0.011521932 -0.00349855
## 109 110 111 112
## (Intercept) 0.074812793 0.0889160051 0.089492515 0.0889160051
## demo$gender1 -0.011462063 -0.0210419354 -0.009758468 -0.0210419354
## demo$gender2 0.009476446 0.0006400055 0.008333756 0.0006400055
## demo$gender3 -0.031334533 -0.0250862179 -0.002535994 -0.0250862179
## demo$gender4 0.041466276 0.0474476312 0.026786554 0.0474476312
## 113 114 115 116 117
## (Intercept) 0.0814613095 0.0889160051 0.0889160051 0.08302101 0.091427232
## demo$gender1 0.0009162443 -0.0210419354 -0.0210419354 -0.01396659 0.003995047
## demo$gender2 0.0170436870 0.0006400055 0.0006400055 0.01021575 0.017472797
## demo$gender3 -0.0379830487 -0.0250862179 -0.0250862179 -0.01635434 -0.024760565
## demo$gender4 0.0348177602 0.0474476312 0.0474476312 0.01221709 0.003810863
## 118 119 120 121 122
## (Intercept) 0.08302101 0.08302101 0.083417349 0.0889160051 0.0889160051
## demo$gender1 -0.01396659 -0.01396659 -0.002034285 -0.0210419354 -0.0210419354
## demo$gender2 0.01021575 0.01021575 0.018439068 0.0006400055 0.0006400055
## demo$gender3 -0.01635434 -0.01635434 0.007491742 -0.0250862179 -0.0250862179
## demo$gender4 0.01221709 0.01221709 -0.010246617 0.0474476312 0.0474476312
## 123 124 125 126 127
## (Intercept) 0.0889160051 0.13140157 0.07666928 0.0889160051 0.08302101
## demo$gender1 -0.0210419354 -0.01864374 0.01455829 -0.0210419354 -0.01396659
## demo$gender2 0.0006400055 0.00371223 0.02705684 0.0006400055 0.01021575
## demo$gender3 -0.0250862179 -0.01512250 -0.03121474 -0.0250862179 -0.01635434
## demo$gender4 0.0474476312 0.01859843 -0.00349855 0.0474476312 0.01221709
## 128 129 130 131 132
## (Intercept) 0.08523052 0.0889160051 0.074812793 0.0985045231 0.08302101
## demo$gender1 0.01249706 -0.0210419354 -0.011462063 -0.0178605866 -0.01396659
## demo$gender2 0.02818896 0.0006400055 0.009476446 -0.0009725465 0.01021575
## demo$gender3 -0.01546308 -0.0250862179 -0.031334533 -0.0115480014 -0.01635434
## demo$gender4 -0.03523052 0.0474476312 0.041466276 0.0177745466 0.01221709
## 133 134 135 136 137
## (Intercept) 0.106183251 0.074812793 0.08302101 0.08302101 0.0750532192
## demo$gender1 -0.016388680 -0.011462063 -0.01396659 -0.01396659 0.0002783361
## demo$gender2 0.005799052 0.009476446 0.01021575 0.01021575 0.0175220142
## demo$gender3 -0.015274160 -0.031334533 -0.01635434 -0.01635434 -0.0083865525
## demo$gender4 0.015767969 0.041466276 0.01221709 0.01221709 0.0201848760
## 138 139 140 141 142
## (Intercept) 0.0889160051 0.0889160051 0.08302101 0.074812793 0.0889160051
## demo$gender1 -0.0210419354 -0.0210419354 -0.01396659 -0.011462063 -0.0210419354
## demo$gender2 0.0006400055 0.0006400055 0.01021575 0.009476446 0.0006400055
## demo$gender3 -0.0250862179 -0.0250862179 -0.01635434 -0.031334533 -0.0250862179
## demo$gender4 0.0474476312 0.0474476312 0.01221709 0.041466276 0.0474476312
## 143 144 145 146 147
## (Intercept) 0.0889160051 0.074812793 0.08302101 0.074812793 0.0889160051
## demo$gender1 -0.0210419354 -0.011462063 -0.01396659 -0.011462063 -0.0210419354
## demo$gender2 0.0006400055 0.009476446 0.01021575 0.009476446 0.0006400055
## demo$gender3 -0.0250862179 -0.031334533 -0.01635434 -0.031334533 -0.0250862179
## demo$gender4 0.0474476312 0.041466276 0.01221709 0.041466276 0.0474476312
## 148 149 150 151 152
## (Intercept) 0.13579648 0.608218399 0.076926288 0.074812793 0.0889160051
## demo$gender1 0.02114757 0.007318649 0.051272669 -0.011462063 -0.0210419354
## demo$gender2 0.02695566 -0.011011031 0.056335463 0.009476446 0.0006400055
## demo$gender3 0.01420352 0.021411231 -0.003755556 -0.031334533 -0.0250862179
## demo$gender4 -0.05471540 -0.024885066 -0.076926288 0.041466276 0.0474476312
## 153 154 155 156
## (Intercept) 0.0889160051 0.074812793 0.0889160051 0.0889160051
## demo$gender1 -0.0210419354 -0.011462063 -0.0210419354 -0.0210419354
## demo$gender2 0.0006400055 0.009476446 0.0006400055 0.0006400055
## demo$gender3 -0.0250862179 -0.031334533 -0.0250862179 -0.0250862179
## demo$gender4 0.0474476312 0.041466276 0.0474476312 0.0474476312
## 157 158 159 160
## (Intercept) 0.0889160051 0.0889160051 0.101421758 0.159792662
## demo$gender1 -0.0210419354 -0.0210419354 0.049782419 0.034201230
## demo$gender2 0.0006400055 0.0006400055 0.050532752 0.031836494
## demo$gender3 -0.0250862179 -0.0250862179 -0.001421758 -0.009792662
## demo$gender4 0.0474476312 0.0474476312 -0.074394731 -0.024657527
## 161 162 163 164 165
## (Intercept) 0.0889160051 0.0889160051 0.08302101 0.074812793 0.0889160051
## demo$gender1 -0.0210419354 -0.0210419354 -0.01396659 -0.011462063 -0.0210419354
## demo$gender2 0.0006400055 0.0006400055 0.01021575 0.009476446 0.0006400055
## demo$gender3 -0.0250862179 -0.0250862179 -0.01635434 -0.031334533 -0.0250862179
## demo$gender4 0.0474476312 0.0474476312 0.01221709 0.041466276 0.0474476312
## 166 167 168 169 170
## (Intercept) 0.106183251 0.074812793 0.0889160051 0.0889160051 0.074812793
## demo$gender1 -0.016388680 -0.011462063 -0.0210419354 -0.0210419354 -0.011462063
## demo$gender2 0.005799052 0.009476446 0.0006400055 0.0006400055 0.009476446
## demo$gender3 -0.015274160 -0.031334533 -0.0250862179 -0.0250862179 -0.031334533
## demo$gender4 0.015767969 0.041466276 0.0474476312 0.0474476312 0.041466276
## 171 172 173 174 175
## (Intercept) 0.0889160051 0.06828633 0.08302101 0.0889160051 0.08184587
## demo$gender1 -0.0210419354 0.03883335 -0.01396659 -0.0210419354 0.01292597
## demo$gender2 0.0006400055 0.04515079 0.01021575 0.0006400055 0.02525234
## demo$gender3 -0.0250862179 -0.04503052 -0.01635434 -0.0250862179 -0.01517921
## demo$gender4 0.0474476312 -0.01828633 0.01221709 0.0474476312 0.01339222
## 176 177 178 179 180
## (Intercept) 0.074812793 0.500314878 0.101421758 0.0916358448 0.074812793
## demo$gender1 -0.011462063 0.016765330 0.049782419 0.0169855989 -0.011462063
## demo$gender2 0.009476446 0.005399462 0.050532752 0.0240746711 0.009476446
## demo$gender3 -0.031334533 0.016926502 -0.001421758 -0.0007267539 -0.031334533
## demo$gender4 0.041466276 -0.038776416 -0.074394731 -0.0184651131 0.041466276
## 181 182 183 184 185
## (Intercept) 0.08302101 0.11771143 0.074812793 0.08302101 0.0889160051
## demo$gender1 -0.01396659 0.04865485 -0.011462063 -0.01396659 -0.0210419354
## demo$gender2 0.01021575 0.04647528 0.009476446 0.01021575 0.0006400055
## demo$gender3 -0.01635434 -0.01771143 -0.031334533 -0.01635434 -0.0250862179
## demo$gender4 0.01221709 -0.03663035 0.041466276 0.01221709 0.0474476312
## 186 187 188 189 190
## (Intercept) 0.074812793 0.08302101 0.36240302 0.0889160051 0.0889160051
## demo$gender1 -0.011462063 -0.01396659 0.02967376 -0.0210419354 -0.0210419354
## demo$gender2 0.009476446 0.01021575 0.01735177 0.0006400055 0.0006400055
## demo$gender3 -0.031334533 -0.01635434 0.01259698 -0.0250862179 -0.0250862179
## demo$gender4 0.041466276 0.01221709 -0.05205820 0.0474476312 0.0474476312
## 191 192 193 194 195
## (Intercept) 0.08302101 0.0889160051 0.0889160051 0.0889160051 0.074812793
## demo$gender1 -0.01396659 -0.0210419354 -0.0210419354 -0.0210419354 -0.011462063
## demo$gender2 0.01021575 0.0006400055 0.0006400055 0.0006400055 0.009476446
## demo$gender3 -0.01635434 -0.0250862179 -0.0250862179 -0.0250862179 -0.031334533
## demo$gender4 0.01221709 0.0474476312 0.0474476312 0.0474476312 0.041466276
## 196 197 198 199 200
## (Intercept) 0.0889160051 0.074812793 0.08523052 0.0889160051 0.0889160051
## demo$gender1 -0.0210419354 -0.011462063 0.01249706 -0.0210419354 -0.0210419354
## demo$gender2 0.0006400055 0.009476446 0.02818896 0.0006400055 0.0006400055
## demo$gender3 -0.0250862179 -0.031334533 -0.01546308 -0.0250862179 -0.0250862179
## demo$gender4 0.0474476312 0.041466276 -0.03523052 0.0474476312 0.0474476312
## 201 202 203 204 205
## (Intercept) 0.0814613095 0.08302101 0.074812793 0.0889160051 0.098518032
## demo$gender1 0.0009162443 -0.01396659 -0.011462063 -0.0210419354 0.007160507
## demo$gender2 0.0170436870 0.01021575 0.009476446 0.0006400055 0.023388051
## demo$gender3 -0.0379830487 -0.01635434 -0.031334533 -0.0250862179 -0.028750590
## demo$gender4 0.0348177602 0.01221709 0.041466276 0.0474476312 0.001481968
## 206 207 208 209 210
## (Intercept) 0.608218399 0.05884202 0.0889160051 0.0889160051 0.058630862
## demo$gender1 0.007318649 0.03420045 -0.0210419354 -0.0210419354 0.047519169
## demo$gender2 -0.011011031 0.04589907 0.0006400055 0.0006400055 0.055117603
## demo$gender3 0.021411231 -0.05884202 -0.0250862179 -0.0250862179 -0.035375048
## demo$gender4 -0.024885066 0.01432871 0.0474476312 0.0474476312 -0.008630862
## 211 212 213 214 215
## (Intercept) 0.074812793 0.08302101 0.0889160051 0.0889160051 0.075193537
## demo$gender1 -0.011462063 -0.01396659 -0.0210419354 -0.0210419354 0.021857216
## demo$gender2 0.009476446 0.01021575 0.0006400055 0.0006400055 0.036336904
## demo$gender3 -0.031334533 -0.01635434 -0.0250862179 -0.0250862179 -0.005426095
## demo$gender4 0.041466276 0.01221709 0.0474476312 0.0474476312 -0.025193537
## 216 217 218 219
## (Intercept) 0.0814613095 0.0889160051 0.0889160051 0.074812793
## demo$gender1 0.0009162443 -0.0210419354 -0.0210419354 -0.011462063
## demo$gender2 0.0170436870 0.0006400055 0.0006400055 0.009476446
## demo$gender3 -0.0379830487 -0.0250862179 -0.0250862179 -0.031334533
## demo$gender4 0.0348177602 0.0474476312 0.0474476312 0.041466276
## 220 221 222 223 224
## (Intercept) 0.074812793 0.085603455 0.0889160051 0.074812793 0.08302101
## demo$gender1 -0.011462063 0.025587082 -0.0210419354 -0.011462063 -0.01396659
## demo$gender2 0.009476446 0.037173429 0.0006400055 0.009476446 0.01021575
## demo$gender3 -0.031334533 0.009634641 -0.0250862179 -0.031334533 -0.01635434
## demo$gender4 0.041466276 -0.059962429 0.0474476312 0.041466276 0.01221709
## 225 226 227 228
## (Intercept) 0.092848360 0.0889160051 0.0889160051 0.0889160051
## demo$gender1 -0.010516413 -0.0210419354 -0.0210419354 -0.0210419354
## demo$gender2 0.008702601 0.0006400055 0.0006400055 0.0006400055
## demo$gender3 -0.001939269 -0.0250862179 -0.0250862179 -0.0250862179
## demo$gender4 -0.019677628 0.0474476312 0.0474476312 0.0474476312
## 229 230 231 232 233
## (Intercept) 0.0889160051 0.084269969 0.0814613095 0.074812793 0.08302101
## demo$gender1 -0.0210419354 -0.008009435 0.0009162443 -0.011462063 -0.01396659
## demo$gender2 0.0006400055 0.008005489 0.0170436870 0.009476446 0.01021575
## demo$gender3 -0.0250862179 -0.017603302 -0.0379830487 -0.031334533 -0.01635434
## demo$gender4 0.0474476312 0.010968126 0.0348177602 0.041466276 0.01221709
## 234 235 236 237 238
## (Intercept) 0.155170374 0.608218399 0.076926288 0.06720816 0.06691652
## demo$gender1 0.045242276 0.007318649 0.051272669 0.01054716 0.04617819
## demo$gender2 0.041524688 -0.011011031 0.056335463 0.02816245 0.05692105
## demo$gender3 0.002724363 0.021411231 -0.003755556 -0.04498593 -0.01929747
## demo$gender4 -0.069456088 -0.024885066 -0.076926288 0.02802994 -0.04127549
## 239 240 241 242 243
## (Intercept) 0.089492515 0.089492515 0.06824799 0.074812793 0.0889160051
## demo$gender1 -0.009758468 -0.009758468 0.05255555 -0.011462063 -0.0210419354
## demo$gender2 0.008333756 0.008333756 0.05453809 0.009476446 0.0006400055
## demo$gender3 -0.002535994 -0.002535994 -0.02062894 -0.031334533 -0.0250862179
## demo$gender4 0.026786554 0.026786554 -0.04260696 0.041466276 0.0474476312
## 244 245 246 247 248
## (Intercept) 0.0889160051 0.074812793 0.08302101 0.0889160051 0.0750532192
## demo$gender1 -0.0210419354 -0.011462063 -0.01396659 -0.0210419354 0.0002783361
## demo$gender2 0.0006400055 0.009476446 0.01021575 0.0006400055 0.0175220142
## demo$gender3 -0.0250862179 -0.031334533 -0.01635434 -0.0250862179 -0.0083865525
## demo$gender4 0.0474476312 0.041466276 0.01221709 0.0474476312 0.0201848760
## 249 250 251 252 253
## (Intercept) 0.076926288 0.08302101 0.076877839 0.145415393 0.085603455
## demo$gender1 0.051272669 -0.01396659 0.027413727 -0.023092484 0.025587082
## demo$gender2 0.056335463 0.01021575 0.035833299 -0.010547377 0.037173429
## demo$gender3 -0.003755556 -0.01635434 -0.007110397 -0.009051757 0.009634641
## demo$gender4 -0.076926288 0.01221709 -0.026877839 0.025316314 -0.059962429
## 254 255 256 257 258
## (Intercept) 0.0889160051 0.076926288 0.06824799 0.0889160051 0.0889160051
## demo$gender1 -0.0210419354 0.051272669 0.05255555 -0.0210419354 -0.0210419354
## demo$gender2 0.0006400055 0.056335463 0.05453809 0.0006400055 0.0006400055
## demo$gender3 -0.0250862179 -0.003755556 -0.02062894 -0.0250862179 -0.0250862179
## demo$gender4 0.0474476312 -0.076926288 -0.04260696 0.0474476312 0.0474476312
## 259 260 261 262 263
## (Intercept) 0.076926288 0.608218399 0.08302101 0.09195815 0.076496328
## demo$gender1 0.051272669 0.007318649 -0.01396659 0.05118283 0.028088067
## demo$gender2 0.056335463 -0.011011031 0.01021575 0.04888931 0.034014428
## demo$gender3 -0.003755556 0.021411231 -0.01635434 -0.01878742 -0.006728887
## demo$gender4 -0.076926288 -0.024885066 0.01221709 -0.03932657 -0.026496328
## 264 265 266 267 268
## (Intercept) 0.608218399 0.500314878 0.074812793 0.099272294 0.0889160051
## demo$gender1 0.007318649 0.016765330 -0.011462063 -0.006273775 -0.0210419354
## demo$gender2 -0.011011031 0.005399462 0.009476446 0.006832361 0.0006400055
## demo$gender3 0.021411231 0.016926502 -0.031334533 0.011838817 -0.0250862179
## demo$gender4 -0.024885066 -0.038776416 0.041466276 -0.004034199 0.0474476312
## 269 270 271 272 273
## (Intercept) 0.08302101 0.1274988064 0.08302101 0.11026984 0.08302101
## demo$gender1 -0.01396659 0.0474013789 -0.01396659 0.02325901 -0.01396659
## demo$gender2 0.01021575 0.0460711987 0.01021575 0.03296771 0.01021575
## demo$gender3 -0.01635434 0.0007063218 -0.01635434 0.01168138 -0.01635434
## demo$gender4 0.01221709 -0.0719432509 0.01221709 -0.05763826 0.01221709
## 274 275 276 277 278
## (Intercept) 0.08302101 0.06824799 0.06684355 0.0750532192 0.08302101
## demo$gender1 -0.01396659 0.05255555 0.01119031 0.0002783361 -0.01396659
## demo$gender2 0.01021575 0.05453809 0.02642547 0.0175220142 0.01021575
## demo$gender3 -0.01635434 -0.02062894 -0.04462133 -0.0083865525 -0.01635434
## demo$gender4 0.01221709 -0.04260696 0.02839455 0.0201848760 0.01221709
## 279 280 281 282 283
## (Intercept) 0.08302101 0.284821971 0.0889160051 0.0889160051 0.0889160051
## demo$gender1 -0.01396659 0.034220274 -0.0210419354 -0.0210419354 -0.0210419354
## demo$gender2 0.01021575 0.027594268 0.0006400055 0.0006400055 0.0006400055
## demo$gender3 -0.01635434 0.009295676 -0.0250862179 -0.0250862179 -0.0250862179
## demo$gender4 0.01221709 -0.059015520 0.0474476312 0.0474476312 0.0474476312
## 284 285 286 287
## (Intercept) 0.0889160051 0.074812793 0.0889160051 0.0750532192
## demo$gender1 -0.0210419354 -0.011462063 -0.0210419354 0.0002783361
## demo$gender2 0.0006400055 0.009476446 0.0006400055 0.0175220142
## demo$gender3 -0.0250862179 -0.031334533 -0.0250862179 -0.0083865525
## demo$gender4 0.0474476312 0.041466276 0.0474476312 0.0201848760
## 288 289 290 291 292
## (Intercept) 0.0889160051 0.066865403 0.066865403 0.0889160051 0.074812793
## demo$gender1 -0.0210419354 0.023698799 0.023698799 -0.0210419354 -0.011462063
## demo$gender2 0.0006400055 0.035016319 0.035016319 0.0006400055 0.009476446
## demo$gender3 -0.0250862179 -0.021410858 -0.021410858 -0.0250862179 -0.031334533
## demo$gender4 0.0474476312 0.006305328 0.006305328 0.0474476312 0.041466276
## 293 294 295 296 297
## (Intercept) 0.135622124 0.0889160051 0.08302101 0.08302101 0.074812793
## demo$gender1 0.009474325 -0.0210419354 -0.01396659 -0.01396659 -0.011462063
## demo$gender2 0.020177668 0.0006400055 0.01021575 0.01021575 0.009476446
## demo$gender3 -0.013670904 -0.0250862179 -0.01635434 -0.01635434 -0.031334533
## demo$gender4 -0.030358966 0.0474476312 0.01221709 0.01221709 0.041466276
## 298 299 300 301 302
## (Intercept) 0.608218399 0.0889160051 0.08302101 0.074812793 0.08302101
## demo$gender1 0.007318649 -0.0210419354 -0.01396659 -0.011462063 -0.01396659
## demo$gender2 -0.011011031 0.0006400055 0.01021575 0.009476446 0.01021575
## demo$gender3 0.021411231 -0.0250862179 -0.01635434 -0.031334533 -0.01635434
## demo$gender4 -0.024885066 0.0474476312 0.01221709 0.041466276 0.01221709
## 303 304 305 306 307
## (Intercept) 0.106800837 0.250147184 0.074812793 0.084269969 0.074812793
## demo$gender1 -0.010557165 0.039086541 -0.011462063 -0.008009435 -0.011462063
## demo$gender2 0.001820296 0.031418037 0.009476446 0.008005489 0.009476446
## demo$gender3 -0.015891746 0.006995673 -0.031334533 -0.017603302 -0.031334533
## demo$gender4 0.015150382 -0.062647184 0.041466276 0.010968126 0.041466276
## 308 309 310 311 312
## (Intercept) 0.13500460 0.125484070 0.608218399 0.0889160051 0.106183251
## demo$gender1 0.02135500 0.018598323 0.007318649 -0.0210419354 -0.016388680
## demo$gender2 0.02437258 0.030639511 -0.011011031 0.0006400055 0.005799052
## demo$gender3 0.01499540 -0.003532851 0.021411231 -0.0250862179 -0.015274160
## demo$gender4 -0.05392352 -0.020220913 -0.024885066 0.0474476312 0.015767969
##
## $f.perms
## [,1]
## [1,] 0.96663764
## [2,] 1.48927352
## [3,] 0.70348260
## [4,] 1.65000442
## [5,] 0.23249107
## [6,] 0.35397252
## [7,] 0.16848607
## [8,] 0.94433464
## [9,] 4.94768021
## [10,] 0.37083545
## [11,] 0.21661753
## [12,] 0.23431469
## [13,] 0.21036465
## [14,] 4.96161759
## [15,] 0.44561191
## [16,] 0.45563568
## [17,] 0.01469791
## [18,] 0.10197894
## [19,] 0.85760934
## [20,] 0.56602410
## [21,] 0.54576792
## [22,] 0.41824592
## [23,] 0.32875581
## [24,] 0.38134761
## [25,] 0.17717587
## [26,] 0.86652763
## [27,] 0.59164466
## [28,] 0.31750385
## [29,] 0.13456529
## [30,] 0.38522509
## [31,] 2.05408175
## [32,] 0.27024113
## [33,] 1.69996439
## [34,] 0.26981167
## [35,] 4.44295874
## [36,] 0.62398947
## [37,] 0.37852446
## [38,] 0.16077834
## [39,] 1.00076069
## [40,] 0.24727209
## [41,] 4.41852162
## [42,] 0.22458075
## [43,] 0.17593468
## [44,] 4.48479346
## [45,] 0.55860944
## [46,] 0.14220106
## [47,] 0.36538512
## [48,] 0.17463296
## [49,] 0.65256685
## [50,] 0.13731998
## [51,] 2.06427717
## [52,] 0.40805697
## [53,] 0.15513547
## [54,] 1.62508750
## [55,] 0.15952758
## [56,] 0.63615495
## [57,] 4.55083847
## [58,] 0.38587112
## [59,] 3.93628930
## [60,] 0.13514525
## [61,] 1.58244141
## [62,] 0.80488705
## [63,] 0.11162222
## [64,] 0.20198932
## [65,] 0.26186112
## [66,] 0.22725830
## [67,] 0.20777452
## [68,] 0.30188442
## [69,] 0.34306032
## [70,] 0.88120789
## [71,] 0.52759335
## [72,] 0.22516869
## [73,] 0.30050690
## [74,] 0.07918493
## [75,] 0.20433012
## [76,] 0.19178509
## [77,] 0.27454276
## [78,] 0.70926342
## [79,] 4.55498763
## [80,] 4.44891632
## [81,] 0.19067212
## [82,] 0.16361203
## [83,] 0.21820897
## [84,] 0.40147584
## [85,] 0.35508771
## [86,] 0.33068560
## [87,] 0.28918932
## [88,] 0.22119118
## [89,] 0.30437170
## [90,] 0.28474337
## [91,] 0.29722215
## [92,] 0.21513040
## [93,] 0.12543759
## [94,] 0.31667858
## [95,] 0.10076224
## [96,] 0.47127206
## [97,] 0.26696239
## [98,] 0.90605450
## [99,] 0.13035234
## [100,] 0.26769661
## [101,] 0.55287888
## [102,] 1.35471523
## [103,] 1.33234338
## [104,] 0.40031781
## [105,] 0.21626635
## [106,] 0.12892978
## [107,] 0.18164411
## [108,] 1.60775234
## [109,] 0.24444999
## [110,] 0.15602789
## [111,] 0.84214846
## [112,] 3.84922252
## [113,] 0.39039210
## [114,] 0.12521057
## [115,] 0.71670894
## [116,] 1.99555334
## [117,] 0.28483970
## [118,] 0.17873627
## [119,] 4.43038395
## [120,] 0.14676448
## [121,] 0.05073573
## [122,] 0.08782503
## [123,] 1.08296425
## [124,] 0.30274960
## [125,] 0.17818854
## [126,] 0.34818840
## [127,] 0.51204435
## [128,] 0.67806815
## [129,] 0.16785528
## [130,] 0.08301159
## [131,] 0.22313300
## [132,] 0.31669044
## [133,] 0.36923588
## [134,] 0.18780574
## [135,] 0.23158766
## [136,] 0.65556101
## [137,] 2.57048360
## [138,] 1.80486920
## [139,] 0.19178477
## [140,] 0.36708000
## [141,] 0.32559736
## [142,] 0.11552957
## [143,] 3.05899479
## [144,] 0.17993134
## [145,] 0.08396495
## [146,] 1.62714459
## [147,] 0.89163176
## [148,] 0.15941696
## [149,] 3.01936397
## [150,] 0.20492666
## [151,] 0.70090544
## [152,] 9.42577167
## [153,] 0.18926126
## [154,] 0.17242679
## [155,] 2.22929379
## [156,] 0.23132104
## [157,] 0.14662025
## [158,] 0.43797524
## [159,] 0.45237556
## [160,] 0.40101945
## [161,] 0.58083647
## [162,] 0.19883234
## [163,] 0.26692897
## [164,] 0.94777186
## [165,] 0.13861627
## [166,] 1.08110314
## [167,] 0.11608946
## [168,] 0.35642966
## [169,] 3.64029644
## [170,] 0.21047209
## [171,] 0.27346297
## [172,] 0.17682618
## [173,] 4.66131336
## [174,] 0.06977375
## [175,] 1.02699002
## [176,] 0.53220883
## [177,] 0.19355810
## [178,] 0.28001604
## [179,] 0.19909486
## [180,] 0.22295898
## [181,] 0.17044327
## [182,] 0.13836366
## [183,] 0.17034922
## [184,] 0.44469681
## [185,] 4.42098090
## [186,] 0.43642607
## [187,] 0.30137128
## [188,] 4.36384663
## [189,] 0.32544119
## [190,] 0.18123151
## [191,] 0.53455344
## [192,] 0.26763060
## [193,] 0.30940191
## [194,] 1.11544061
## [195,] 0.25426684
## [196,] 1.04736544
## [197,] 0.21669468
## [198,] 0.18321414
## [199,] 0.20333660
## [200,] 0.54219228
## [201,] 0.18541157
## [202,] 0.25956410
## [203,] 0.12145790
## [204,] 0.79353595
## [205,] 3.01622387
## [206,] 0.68275512
## [207,] 1.12754917
## [208,] 0.26007029
## [209,] 0.17365654
## [210,] 0.31750182
## [211,] 4.53489951
## [212,] 7.72361849
## [213,] 0.14867600
## [214,] 0.12543439
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## [870,] 0.20017237
## [871,] 0.34131222
## [872,] 0.10562824
## [873,] 2.55445237
## [874,] 0.41133153
## [875,] 0.10929570
## [876,] 0.43893681
## [877,] 0.17372452
## [878,] 0.21476970
## [879,] 0.31391387
## [880,] 0.16236198
## [881,] 0.14632253
## [882,] 5.72521504
## [883,] 0.48486331
## [884,] 0.37070608
## [885,] 0.31064532
## [886,] 0.22559442
## [887,] 0.14239339
## [888,] 0.37579973
## [889,] 1.66421822
## [890,] 0.18077157
## [891,] 0.24576896
## [892,] 0.24034461
## [893,] 0.52149636
## [894,] 0.17483524
## [895,] 0.14289006
## [896,] 0.32459384
## [897,] 0.26494743
## [898,] 0.19877499
## [899,] 3.18105770
## [900,] 0.46090852
## [901,] 0.37494131
## [902,] 0.22957884
## [903,] 1.20876045
## [904,] 0.30230641
## [905,] 0.10984172
## [906,] 0.20293709
## [907,] 0.34669715
## [908,] 0.17361029
## [909,] 0.82716682
## [910,] 0.34543168
## [911,] 4.50258446
## [912,] 0.14954795
## [913,] 4.47477887
## [914,] 1.48603397
## [915,] 0.66695773
## [916,] 1.29292929
## [917,] 4.69352061
## [918,] 0.60989506
## [919,] 0.44829888
## [920,] 0.66434669
## [921,] 0.12872130
## [922,] 0.19727640
## [923,] 5.75804163
## [924,] 0.27654761
## [925,] 0.69693633
## [926,] 0.61146358
## [927,] 0.25927728
## [928,] 5.01461338
## [929,] 0.10927313
## [930,] 1.24881652
## [931,] 0.52683922
## [932,] 0.33385514
## [933,] 0.28557559
## [934,] 0.24809648
## [935,] 0.31120826
## [936,] 0.73612761
## [937,] 0.70351143
## [938,] 0.37042551
## [939,] 0.15183947
## [940,] 2.00999371
## [941,] 0.27266186
## [942,] 0.38346000
## [943,] 1.00199152
## [944,] 0.50575351
## [945,] 0.97229691
## [946,] 0.52525292
## [947,] 0.15901221
## [948,] 3.42372762
## [949,] 0.20286629
## [950,] 0.71692646
## [951,] 0.10310689
## [952,] 0.25969548
## [953,] 0.31348562
## [954,] 0.24987073
## [955,] 0.13710405
## [956,] 0.26223351
## [957,] 0.44419549
## [958,] 1.06221740
## [959,] 0.51667186
## [960,] 0.17298656
## [961,] 0.20863732
## [962,] 1.26706567
## [963,] 0.46300306
## [964,] 0.15792870
## [965,] 0.60170130
## [966,] 0.28110192
## [967,] 1.89086905
## [968,] 0.11947215
## [969,] 0.14736441
## [970,] 0.52925284
## [971,] 0.18773222
## [972,] 4.38711276
## [973,] 0.43066176
## [974,] 0.45975717
## [975,] 0.28396070
## [976,] 0.45906221
## [977,] 0.07823219
## [978,] 0.11125567
## [979,] 0.58224477
## [980,] 0.23895100
## [981,] 0.46033698
## [982,] 0.25915464
## [983,] 0.84934454
## [984,] 0.70477580
## [985,] 0.23712027
## [986,] 0.29948282
## [987,] 0.19809785
## [988,] 0.20137341
## [989,] 0.21619084
## [990,] 0.30837641
## [991,] 0.72932335
## [992,] 0.26641009
## [993,] 0.16372524
## [994,] 0.13408773
## [995,] 0.29802452
## [996,] 0.34850082
## [997,] 0.31621453
## [998,] 4.63764628
## [999,] 0.22862099
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
## 8 1 1 0 0 0
## 9 1 1 0 0 0
## 10 1 0 1 0 0
## 11 1 1 0 0 0
## 12 1 1 0 0 0
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 1 0 0 0
## 16 1 1 0 0 0
## 17 1 1 0 0 0
## 18 1 0 1 0 0
## 19 1 0 1 0 0
## 20 1 1 0 0 0
## 21 1 1 0 0 0
## 22 1 1 0 0 0
## 23 1 0 1 0 0
## 24 1 0 1 0 0
## 25 1 1 0 0 0
## 26 1 1 0 0 0
## 27 1 0 1 0 0
## 28 1 1 0 0 0
## 29 1 1 0 0 0
## 30 1 1 0 0 0
## 31 1 1 0 0 0
## 32 1 0 1 0 0
## 33 1 1 0 0 0
## 34 1 0 1 0 0
## 35 1 1 0 0 0
## 36 1 1 0 0 0
## 37 1 0 1 0 0
## 38 1 1 0 0 0
## 39 1 0 1 0 0
## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
## 43 1 1 0 0 0
## 44 1 0 1 0 0
## 45 1 1 0 0 0
## 46 1 0 1 0 0
## 47 1 1 0 0 0
## 48 1 0 1 0 0
## 49 1 1 0 0 0
## 50 1 0 1 0 0
## 51 1 1 0 0 0
## 52 1 1 0 0 0
## 53 1 1 0 0 0
## 54 1 1 0 0 0
## 55 1 1 0 0 0
## 56 1 1 0 0 0
## 57 1 1 0 0 0
## 58 1 0 1 0 0
## 59 1 1 0 0 0
## 60 1 1 0 0 0
## 61 1 0 1 0 0
## 62 1 0 1 0 0
## 63 1 0 1 0 0
## 64 1 1 0 0 0
## 65 1 0 1 0 0
## 66 1 1 0 0 0
## 67 1 0 1 0 0
## 68 1 0 1 0 0
## 69 1 0 1 0 0
## 70 1 1 0 0 0
## 71 1 1 0 0 0
## 72 1 0 1 0 0
## 73 1 0 1 0 0
## 74 1 0 1 0 0
## 75 1 0 1 0 0
## 76 1 0 1 0 0
## 77 1 0 1 0 0
## 78 1 0 1 0 0
## 79 1 0 1 0 0
## 80 1 1 0 0 0
## 81 1 1 0 0 0
## 82 1 0 1 0 0
## 83 1 0 1 0 0
## 84 1 0 1 0 0
## 85 1 1 0 0 0
## 86 1 1 0 0 0
## 87 1 0 1 0 0
## 88 1 0 1 0 0
## 89 1 0 1 0 0
## 90 1 0 1 0 0
## 91 1 0 1 0 0
## 92 1 0 1 0 0
## 93 1 0 1 0 0
## 94 1 0 1 0 0
## 95 1 0 1 0 0
## 96 1 0 1 0 0
## 97 1 1 0 0 0
## 98 1 0 1 0 0
## 99 1 1 0 0 0
## 100 1 0 1 0 0
## 101 1 0 1 0 0
## 102 1 1 0 0 0
## 103 1 0 1 0 0
## 104 1 0 1 0 0
## 105 1 1 0 0 0
## 106 1 1 0 0 0
## 107 1 1 0 0 0
## 108 1 1 0 0 0
## 109 1 0 1 0 0
## 110 1 0 1 0 0
## 111 1 1 0 0 0
## 112 1 1 0 0 0
## 113 1 1 0 0 0
## 114 1 1 0 0 0
## 115 1 1 0 0 0
## 116 1 0 1 0 0
## 117 1 1 0 0 0
## 118 1 1 0 0 0
## 119 1 1 0 0 0
## 120 1 1 0 0 0
## 121 1 0 1 0 0
## 122 1 1 0 0 0
## 123 1 0 1 0 0
## 124 1 1 0 0 0
## 125 1 1 0 0 0
## 126 1 0 1 0 0
## 127 1 0 1 0 0
## 128 1 1 0 0 0
## 129 1 0 1 0 0
## 130 1 0 1 0 0
## 131 1 1 0 0 0
## 132 1 1 0 0 0
## 133 1 1 0 0 0
## 134 1 0 1 0 0
## 135 1 1 0 0 0
## 136 1 0 1 0 0
## 137 1 1 0 0 0
## 138 1 0 1 0 0
## 139 1 1 0 0 0
## 140 1 1 0 0 0
## 141 1 1 0 0 0
## 142 1 1 0 0 0
## 143 1 1 0 0 0
## 144 1 1 0 0 0
## 145 1 1 0 0 0
## 146 1 1 0 0 0
## 147 1 1 0 0 0
## 148 1 1 0 0 0
## 149 1 0 1 0 0
## 150 1 0 1 0 0
## 151 1 1 0 0 0
## 152 1 1 0 0 0
## 153 1 1 0 0 0
## 154 1 0 1 0 0
## 155 1 0 1 0 0
## 156 1 0 1 0 0
## 157 1 0 1 0 0
## 158 1 0 1 0 0
## 159 1 0 1 0 0
## 160 1 0 1 0 0
## 161 1 1 0 0 0
## 162 1 0 1 0 0
## 163 1 1 0 0 0
## 164 1 1 0 0 0
## 165 1 0 1 0 0
## 166 1 0 1 0 0
## 167 1 0 1 0 0
## 168 1 0 1 0 0
## 169 1 1 0 0 0
## 170 1 1 0 0 0
## 171 1 1 0 0 0
## 172 1 0 1 0 0
## 173 1 0 1 0 0
## 174 1 0 1 0 0
## 175 1 0 1 0 0
## 176 1 0 1 0 0
## 177 1 1 0 0 0
## 178 1 1 0 0 0
## 179 1 0 1 0 0
## 180 1 1 0 0 0
## 181 1 1 0 0 0
## 182 1 0 1 0 0
## 183 1 1 0 0 0
## 184 1 1 0 0 0
## 185 1 0 1 0 0
## 186 1 1 0 0 0
## 187 1 1 0 0 0
## 188 1 1 0 0 0
## 189 1 1 0 0 0
## 190 1 1 0 0 0
## 191 1 1 0 0 0
## 192 1 1 0 0 0
## 193 1 0 1 0 0
## 194 1 1 0 0 0
## 195 1 1 0 0 0
## 196 1 1 0 0 0
## 197 1 1 0 0 0
## 198 1 1 0 0 0
## 199 1 0 1 0 0
## 200 1 0 1 0 0
## 201 1 1 0 0 0
## 202 1 1 0 0 0
## 203 1 1 0 0 0
## 204 1 1 0 0 0
## 205 1 0 1 0 0
## 206 1 0 1 0 0
## 207 1 0 0 1 0
## 208 1 1 0 0 0
## 209 1 1 0 0 0
## 210 1 0 1 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
## 213 1 1 0 0 0
## 214 1 1 0 0 0
## 215 1 0 1 0 0
## 216 1 1 0 0 0
## 217 1 0 1 0 0
## 218 1 0 1 0 0
## 219 1 0 1 0 0
## 220 1 1 0 0 0
## 221 1 1 0 0 0
## 222 1 1 0 0 0
## 223 1 1 0 0 0
## 224 1 1 0 0 0
## 225 1 1 0 0 0
## 226 1 1 0 0 0
## 227 1 1 0 0 0
## 228 1 1 0 0 0
## 229 1 1 0 0 0
## 230 1 0 1 0 0
## 231 1 1 0 0 0
## 232 1 1 0 0 0
## 233 1 1 0 0 0
## 234 1 0 1 0 0
## 235 1 0 1 0 0
## 236 1 0 1 0 0
## 237 1 0 1 0 0
## 238 1 1 0 0 0
## 239 1 1 0 0 0
## 240 1 1 0 0 0
## 241 1 1 0 0 0
## 242 1 1 0 0 0
## 243 1 1 0 0 0
## 244 1 1 0 0 0
## 245 1 0 1 0 0
## 246 1 1 0 0 0
## 247 1 1 0 0 0
## 248 1 1 0 0 0
## 249 1 1 0 0 0
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 1 0 0
## 253 1 1 0 0 0
## 254 1 0 1 0 0
## 255 1 1 0 0 0
## 256 1 0 1 0 0
## 257 1 0 1 0 0
## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
## 262 1 0 1 0 0
## 263 1 0 1 0 0
## 264 1 1 0 0 0
## 265 1 1 0 0 0
## 266 1 1 0 0 0
## 267 1 1 0 0 0
## 268 1 1 0 0 0
## 269 1 1 0 0 0
## 270 1 1 0 0 0
## 271 1 0 1 0 0
## 272 1 1 0 0 0
## 273 1 1 0 0 0
## 274 1 0 1 0 0
## 275 1 0 1 0 0
## 276 1 0 1 0 0
## 277 1 0 1 0 0
## 278 1 0 1 0 0
## 279 1 1 0 0 0
## 280 1 1 0 0 0
## 281 1 1 0 0 0
## 282 1 0 1 0 0
## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
## 306 1 0 1 0 0
## 307 1 0 1 0 0
## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## gm ~ demo$gender
## attr(,"variables")
## list(gm, demo$gender)
## attr(,"factors")
## demo$gender
## gm 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to gender.
Now, Competency in Science:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.3119 0.077984 2.3821 0.0301 0.051 .
## Residuals 307 10.0503 0.032737 0.9699
## Total 311 10.3623 1.0000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = sci_comp ~ demo$gender)
##
## $coefficients
## sci_comp1 sci_comp2 sci_comp3 sci_comp4 sci_competancy_ave
## (Intercept) 3.0407804 2.9773308 2.75568888 3.1877935 2.9903984
## demo$gender1 -0.1181285 -0.1375518 -0.03193198 0.1105490 -0.0442658
## demo$gender2 0.2404696 0.0695442 0.29899862 0.4528315 0.2654610
## demo$gender3 -1.0407804 -0.9773308 -1.75568888 -2.1877935 -1.4903984
## demo$gender4 0.9592196 1.0226692 1.24431112 1.8122065 1.2596016
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.199905645 0.165868644 0.206354756 0.33412119 0.23787601
## demo$gender1 -0.005803689 0.001185314 -0.005207516 0.01558474 -0.01164261
## demo$gender2 -0.029715108 -0.009326509 -0.014808674 0.04185129 0.02241351
## demo$gender3 0.200094355 0.167464689 0.126978577 -0.20078785 -0.09501887
## demo$gender4 -0.103131451 0.006545149 -0.033940963 0.14413968 0.12212399
## 6 7 8 9 10
## (Intercept) 0.182474030 0.27134203 0.215496088 0.270116040 0.1826725095
## demo$gender1 -0.009327556 -0.01484930 0.003432069 -0.011707371 -0.0033753913
## demo$gender2 -0.015664149 0.01173253 -0.033134279 0.004912634 -0.0004887025
## demo$gender3 0.150859304 -0.01419917 0.239049366 -0.012973183 0.1114451376
## demo$gender4 -0.010060236 0.08865797 -0.136708210 0.089883960 0.0316132048
## 11 12 13 14 15
## (Intercept) 0.202707846 0.3276525440 0.194410223 0.194410223 0.19483506
## demo$gender1 -0.011193809 -0.0003716051 -0.001576921 -0.001576921 -0.01303933
## demo$gender2 -0.002129491 0.0384017008 -0.042898037 -0.042898037 -0.03769122
## demo$gender3 0.091409801 -0.1943192106 0.260135231 0.260135231 0.20516494
## demo$gender4 0.011577868 0.1506083256 -0.164107193 -0.164107193 -0.09806087
## 16 17 18 19 20
## (Intercept) 0.241665101 0.455447309 0.177102065 0.197266241 0.182474030
## demo$gender1 -0.002389192 0.002463916 -0.006112554 0.002910523 -0.009327556
## demo$gender2 -0.046901220 0.044830392 -0.036278523 -0.038817429 -0.015664149
## demo$gender3 0.258334899 -0.255447309 0.222897935 0.257279214 0.150859304
## demo$gender4 -0.167379387 0.163600310 -0.080327871 -0.166963210 -0.010060236
## 21 22 23 24 25
## (Intercept) 0.210687014 0.18731262 0.1737113214 0.185596648 0.19800010
## demo$gender1 0.002984456 -0.01106451 0.0009619017 -0.005516838 -0.01783501
## demo$gender2 -0.010003873 -0.03275203 -0.0215823234 -0.039875757 -0.02724515
## demo$gender3 0.122646319 0.18110844 0.1947097312 0.242974780 0.13533323
## demo$gender4 -0.038273221 -0.05397928 -0.0403779881 -0.123096648 -0.02558631
## 26 27 28 29 30
## (Intercept) 0.275029616 0.179125709 0.197706937 0.197266241 0.21315587
## demo$gender1 0.002457508 -0.003675607 -0.011653367 0.002910523 -0.02533999
## demo$gender2 -0.046911280 -0.032644535 0.004605828 -0.038817429 -0.00808803
## demo$gender3 0.263431923 0.220874291 0.052293063 0.257279214 0.03684413
## demo$gender4 -0.193948535 -0.082351516 0.061552322 -0.166963210 0.04610339
## 31 32 33 34 35
## (Intercept) 0.19433205 0.194410223 0.235121828 0.204792951 0.24534500
## demo$gender1 -0.02085671 -0.001576921 -0.005803007 0.005949704 -0.02647541
## demo$gender2 -0.01759398 -0.042898037 -0.016800857 -0.026806582 -0.02261929
## demo$gender3 0.09978560 0.260135231 0.187100394 0.195207049 0.14289029
## demo$gender4 0.01995366 -0.164107193 -0.062708035 -0.108018758 -0.03105929
## 36 37 38 39 40
## (Intercept) 0.22082594 0.22954352 0.194410223 0.191397958 0.194410223
## demo$gender1 -0.00814691 -0.00405925 -0.001576921 0.004097265 -0.001576921
## demo$gender2 -0.04081707 -0.04064353 -0.042898037 -0.032085930 -0.042898037
## demo$gender3 0.20774549 0.22500194 0.260135231 0.237173470 0.260135231
## demo$gender4 -0.10832594 -0.15075564 -0.164107193 -0.128897958 -0.164107193
## 41 42 43 44 45
## (Intercept) 0.253565863 0.253103255 0.202620707 0.26004351 0.251058372
## demo$gender1 0.003507087 0.004030276 -0.002033381 -0.03556814 -0.008340861
## demo$gender2 -0.044171504 -0.046082519 -0.025340231 -0.01770793 0.004299859
## demo$gender3 0.266434137 0.266896745 0.197379293 0.04662316 0.055608295
## demo$gender4 -0.198010308 -0.197547699 -0.105846513 0.04764880 0.056633936
## 46 47 48 49 50
## (Intercept) 0.165868644 0.27203651 0.195005996 0.165868644 0.1826725095
## demo$gender1 0.001185314 -0.01855878 -0.013956853 0.001185314 -0.0033753913
## demo$gender2 -0.009326509 -0.01095460 -0.001193508 -0.009326509 -0.0004887025
## demo$gender3 0.167464689 0.07796349 0.054994004 0.167464689 0.1114451376
## demo$gender4 0.006545149 -0.01277725 0.064253263 0.006545149 0.0316132048
## 51 52 53 54 55
## (Intercept) 0.253103255 0.21315587 0.1826725095 0.246107249 0.19745218
## demo$gender1 0.004030276 -0.02533999 -0.0033753913 0.003931234 -0.01645995
## demo$gender2 -0.046082519 -0.00808803 -0.0004887025 -0.039895203 -0.01263036
## demo$gender3 0.266896745 0.03684413 0.1114451376 0.253892751 0.09666547
## demo$gender4 -0.197547699 0.04610339 0.0316132048 -0.171821534 0.01683354
## 56 57 58 59 60
## (Intercept) 0.198289733 0.19433205 0.186443892 0.177102065 0.277783984
## demo$gender1 -0.009302814 -0.02085671 -0.002254581 -0.006112554 -0.008567228
## demo$gender2 0.004003662 -0.01759398 -0.040596282 -0.036278523 -0.012775741
## demo$gender3 0.051710267 0.09978560 0.242127536 0.222897935 0.110451310
## demo$gender4 0.060969526 0.01995366 -0.123943892 -0.080327871 -0.063498270
## 61 62 63 64 65
## (Intercept) 0.198083214 0.1737113214 0.180109073 0.26004351 0.216233909
## demo$gender1 0.006060271 0.0009619017 -0.005528612 -0.03556814 -0.010476414
## demo$gender2 -0.039516255 -0.0215823234 -0.006025791 -0.01770793 0.008628691
## demo$gender3 0.256462240 0.1947097312 0.114008574 0.04662316 -0.016233909
## demo$gender4 -0.167780184 -0.0403779881 0.034176641 0.04764880 0.091458398
## 66 67 68 69 70
## (Intercept) 0.248735407 0.275029616 0.186443892 0.1737113214 0.239241866
## demo$gender1 -0.019946985 0.002457508 -0.002254581 0.0009619017 -0.015296540
## demo$gender2 -0.006742418 -0.046911280 -0.040596282 -0.0215823234 0.006282212
## demo$gender3 0.101264593 0.263431923 0.242127536 0.1947097312 -0.039241866
## demo$gender4 0.010523853 -0.193948535 -0.123943892 -0.0403779881 0.068450441
## 71 72 73 74 75
## (Intercept) 0.199573770 0.194410223 0.186443892 0.23787601 0.275029616
## demo$gender1 -0.006832071 -0.001576921 -0.002254581 -0.01164261 0.002457508
## demo$gender2 -0.029682352 -0.042898037 -0.040596282 0.02241351 -0.046911280
## demo$gender3 0.200426230 0.260135231 0.242127536 -0.09501887 0.263431923
## demo$gender4 -0.102799576 -0.164107193 -0.123943892 0.12212399 -0.193948535
## 76 77 78 79 80
## (Intercept) 0.186443892 0.2012762019 0.2175129296 0.169551857 0.202620707
## demo$gender1 -0.002254581 -0.0004463913 -0.0006259839 -0.006897254 -0.002033381
## demo$gender2 -0.040596282 -0.0309607351 -0.0445687134 -0.026201561 -0.025340231
## demo$gender3 0.242127536 0.1987237981 0.2607479399 0.198869195 0.197379293
## demo$gender4 -0.123943892 -0.1045020083 -0.1704541061 -0.036218524 -0.105846513
## 81 82 83 84 85
## (Intercept) 0.211022823 0.194410223 0.20345710 0.211448279 0.18680172
## demo$gender1 0.001654367 -0.001576921 -0.01003398 -0.003422526 -0.01312092
## demo$gender2 -0.030027696 -0.042898037 -0.01867518 -0.038423114 -0.03222830
## demo$gender3 0.217548605 0.260135231 0.12987623 0.243097176 0.18161933
## demo$gender4 -0.148522823 -0.164107193 -0.03104331 -0.132660400 -0.05346839
## 86 87 88 89 90
## (Intercept) 0.18799102 0.297585383 0.18754554 0.197706937 0.212549628
## demo$gender1 -0.01409789 -0.004238267 -0.00317193 -0.011653367 -0.005247763
## demo$gender2 -0.02768344 0.017169853 -0.03637398 0.004605828 -0.026857738
## demo$gender3 0.18043003 -0.097585383 0.24102588 0.052293063 0.155871424
## demo$gender4 -0.05465769 0.119081284 -0.12504554 0.061552322 -0.079216295
## 91 92 93 94 95
## (Intercept) 0.169551857 0.23040902 0.33223642 0.222097051 0.205116155
## demo$gender1 -0.006897254 -0.01560714 0.01030153 0.005900737 -0.004197735
## demo$gender2 -0.026201561 -0.04713071 0.02237265 -0.037343070 -0.019534260
## demo$gender3 0.198869195 0.22222256 -0.13223642 0.256163818 0.128217178
## demo$gender4 -0.036218524 -0.09707569 0.08443025 -0.175038228 -0.032702362
## 96 97 98 99 100
## (Intercept) 0.455447309 0.179125709 0.205742779 0.243610331 0.219699596
## demo$gender1 0.002463916 -0.003675607 0.007305077 0.002541882 -0.005533434
## demo$gender2 0.044830392 -0.032644535 -0.040751401 0.025431967 0.014082772
## demo$gender3 -0.255447309 0.220874291 0.272518090 -0.100753188 -0.019699596
## demo$gender4 0.163600310 -0.082351516 -0.205742779 0.116389669 0.087992711
## 101 102 103 104 105
## (Intercept) 0.199252557 0.185596648 0.21315587 0.186443892 0.253103255
## demo$gender1 -0.002883338 -0.005516838 -0.02533999 -0.002254581 0.004030276
## demo$gender2 -0.034594723 -0.039875757 -0.00808803 -0.040596282 -0.046082519
## demo$gender3 0.200747443 0.242974780 0.03684413 0.242127536 0.266896745
## demo$gender4 -0.102478363 -0.123096648 0.04610339 -0.123943892 -0.197547699
## 106 107 108 109 110
## (Intercept) 0.325522745 0.18799102 0.197706937 0.21315587 0.209819137
## demo$gender1 -0.002595164 -0.01409789 -0.011653367 -0.02533999 -0.009780533
## demo$gender2 0.034235864 -0.02768344 0.004605828 -0.00808803 -0.030516443
## demo$gender3 -0.192189412 0.18043003 0.052293063 0.03684413 0.158601916
## demo$gender4 0.152738124 -0.05465769 0.061552322 0.04610339 -0.076485804
## 111 112 113 114 115
## (Intercept) 0.214134360 0.230551047 0.194410223 0.1826725095 0.29409581
## demo$gender1 0.001487419 0.005176547 -0.001576921 -0.0033753913 -0.01740068
## demo$gender2 -0.035274815 -0.042094835 -0.042898037 -0.0004887025 0.01986355
## demo$gender3 0.240411094 0.269448953 0.260135231 0.1114451376 -0.09409581
## demo$gender4 -0.135346481 -0.201979618 -0.164107193 0.0316132048 0.12257086
## 116 117 118 119 120
## (Intercept) 0.2589542922 0.202620707 0.292552280 0.455447309 0.21315587
## demo$gender1 -0.0005729373 -0.002033381 -0.022420350 0.002463916 -0.02533999
## demo$gender2 -0.0225641862 -0.025340231 0.002934332 0.044830392 -0.00808803
## demo$gender3 0.1410457078 0.197379293 -0.035409423 -0.255447309 0.03684413
## demo$gender4 -0.0589542922 -0.105846513 0.067447720 0.163600310 0.04610339
## 121 122 123 124 125
## (Intercept) 0.455447309 0.248525572 0.455447309 0.21477894 0.195005996
## demo$gender1 0.002463916 0.007201614 0.002463916 -0.01686479 -0.013956853
## demo$gender2 0.044830392 0.035517960 0.044830392 0.01065215 -0.001193508
## demo$gender3 -0.255447309 -0.105668429 -0.255447309 -0.01477894 0.054994004
## demo$gender4 0.163600310 0.111474428 0.163600310 0.09291337 0.064253263
## 126 127 128 129 130
## (Intercept) 0.194410223 0.21908814 0.325522745 0.230075903 0.205742779
## demo$gender1 -0.001576921 -0.00800179 -0.002595164 0.005715762 0.007305077
## demo$gender2 -0.042898037 0.01471676 0.034235864 -0.044059483 -0.040751401
## demo$gender3 0.260135231 -0.01908814 -0.192189412 0.269924097 0.272518090
## demo$gender4 -0.164107193 0.08860417 0.152738124 -0.201504474 -0.205742779
## 131 132 133 134 135
## (Intercept) 0.192058378 0.165868644 0.18731262 0.184024233 0.179125709
## demo$gender1 -0.005613278 0.001185314 -0.01106451 0.002494467 -0.003675607
## demo$gender2 -0.023965972 -0.009326509 -0.03275203 -0.002303391 -0.032644535
## demo$gender3 0.176362674 0.167464689 0.18110844 0.110093414 0.220874291
## demo$gender4 -0.058725045 0.006545149 -0.05397928 0.030261481 -0.082351516
## 136 137 138 139 140
## (Intercept) 0.177102065 0.455447309 0.180109073 0.198289733 0.194410223
## demo$gender1 -0.006112554 0.002463916 -0.005528612 -0.009302814 -0.001576921
## demo$gender2 -0.036278523 0.044830392 -0.006025791 0.004003662 -0.042898037
## demo$gender3 0.222897935 -0.255447309 0.114008574 0.051710267 0.260135231
## demo$gender4 -0.080327871 0.163600310 0.034176641 0.060969526 -0.164107193
## 141 142 143 144 145
## (Intercept) 0.165868644 0.177102065 0.215496088 0.19433205 0.195005996
## demo$gender1 0.001185314 -0.006112554 0.003432069 -0.02085671 -0.013956853
## demo$gender2 -0.009326509 -0.036278523 -0.033134279 -0.01759398 -0.001193508
## demo$gender3 0.167464689 0.222897935 0.239049366 0.09978560 0.054994004
## demo$gender4 0.006545149 -0.080327871 -0.136708210 0.01995366 0.064253263
## 146 147 148 149 150
## (Intercept) 0.1737113214 0.177102065 0.455447309 0.217677978 0.40119381
## demo$gender1 0.0009619017 -0.006112554 0.002463916 -0.001036582 -0.01427670
## demo$gender2 -0.0215823234 -0.036278523 0.044830392 -0.043662970 0.02427524
## demo$gender3 0.1947097312 0.222897935 -0.255447309 0.260582891 -0.16483017
## demo$gender4 -0.0403779881 -0.080327871 0.163600310 -0.170619155 0.14426074
## 151 152 153 154 155
## (Intercept) 0.17824585 0.455447309 0.33412119 0.2023924058 0.18939229
## demo$gender1 -0.00705877 0.002463916 0.01558474 -0.0008807613 0.00238325
## demo$gender2 -0.03190094 0.044830392 0.04185129 0.0078896284 -0.03638892
## demo$gender3 0.22175415 -0.255447309 -0.20078785 0.0476075942 0.23917914
## demo$gender4 -0.08147166 0.163600310 0.14413968 0.0568668535 -0.12689229
## 156 157 158 159 160
## (Intercept) 0.455447309 0.455447309 0.275029616 0.194410223 0.18799102
## demo$gender1 0.002463916 0.002463916 0.002457508 -0.001576921 -0.01409789
## demo$gender2 0.044830392 0.044830392 -0.046911280 -0.042898037 -0.02768344
## demo$gender3 -0.255447309 -0.255447309 0.263431923 0.260135231 0.18043003
## demo$gender4 0.163600310 0.163600310 -0.193948535 -0.164107193 -0.05465769
## 161 162 163 164 165
## (Intercept) 0.21477894 0.177102065 0.22077054 0.33412119 0.230236337
## demo$gender1 -0.01686479 -0.006112554 0.00316430 0.01558474 0.005316415
## demo$gender2 0.01065215 -0.036278523 -0.03858616 0.04185129 -0.043178834
## demo$gender3 -0.01477894 0.222897935 0.25749033 -0.20078785 0.269763663
## demo$gender4 0.09291337 -0.080327871 -0.17371172 0.14413968 -0.201664908
## 166 167 168 169 170
## (Intercept) 0.199145735 0.2077906090 0.21315587 0.219282858 0.191397958
## demo$gender1 0.005170078 0.0008708324 -0.02533999 -0.010270224 0.004097265
## demo$gender2 -0.035438499 -0.0389408045 -0.00808803 -0.004776826 -0.032085930
## demo$gender3 0.255399719 0.2207808196 0.03684413 0.030717142 0.237173470
## demo$gender4 -0.168842705 -0.1452906090 0.04610339 0.039976402 -0.128897958
## 171 172 173 174 175
## (Intercept) 0.216233909 0.185596648 0.216233909 0.179125709 0.23040902
## demo$gender1 -0.010476414 -0.005516838 -0.010476414 -0.003675607 -0.01560714
## demo$gender2 0.008628691 -0.039875757 0.008628691 -0.032644535 -0.04713071
## demo$gender3 -0.016233909 0.242974780 -0.016233909 0.220874291 0.22222256
## demo$gender4 0.091458398 -0.123096648 0.091458398 -0.082351516 -0.09707569
## 176 177 178 179 180
## (Intercept) 0.184269514 0.169551857 0.204792951 0.194410223 0.195005996
## demo$gender1 0.002930743 -0.006897254 0.005949704 -0.001576921 -0.013956853
## demo$gender2 -0.023819471 -0.026201561 -0.026806582 -0.042898037 -0.001193508
## demo$gender3 0.215730486 0.198869195 0.195207049 0.260135231 0.054994004
## demo$gender4 -0.087495321 -0.036218524 -0.108018758 -0.164107193 0.064253263
## 181 182 183 184 185
## (Intercept) 0.216233909 0.189349648 0.194410223 0.1826725095 0.20345710
## demo$gender1 -0.010476414 0.003494638 -0.001576921 -0.0033753913 -0.01003398
## demo$gender2 0.008628691 -0.007859487 -0.042898037 -0.0004887025 -0.01867518
## demo$gender3 -0.016233909 0.143983686 0.260135231 0.1114451376 0.12987623
## demo$gender4 0.091458398 -0.016935855 -0.164107193 0.0316132048 -0.03104331
## 186 187 188 189 190
## (Intercept) 0.191743877 0.23787601 0.264381722 0.19885221 0.198083214
## demo$gender1 -0.006625963 -0.01164261 -0.025891867 -0.01230214 0.006060271
## demo$gender2 -0.023896791 0.02241351 0.001894175 -0.01258808 -0.039516255
## demo$gender3 0.176677175 -0.09501887 -0.007238864 0.09526544 0.256462240
## demo$gender4 -0.058410544 0.12212399 0.095618278 0.01543351 -0.167780184
## 191 192 193 194 195
## (Intercept) 0.455447309 0.194410223 0.230075903 0.230236337 0.219282858
## demo$gender1 0.002463916 -0.001576921 0.005715762 0.005316415 -0.010270224
## demo$gender2 0.044830392 -0.042898037 -0.044059483 -0.043178834 -0.004776826
## demo$gender3 -0.255447309 0.260135231 0.269924097 0.269763663 0.030717142
## demo$gender4 0.163600310 -0.164107193 -0.201504474 -0.201664908 0.039976402
## 196 197 198 199 200
## (Intercept) 0.194410223 0.195005996 0.216233909 0.205742779 0.197266241
## demo$gender1 -0.001576921 -0.013956853 -0.010476414 0.007305077 0.002910523
## demo$gender2 -0.042898037 -0.001193508 0.008628691 -0.040751401 -0.038817429
## demo$gender3 0.260135231 0.054994004 -0.016233909 0.272518090 0.257279214
## demo$gender4 -0.164107193 0.064253263 0.091458398 -0.205742779 -0.166963210
## 201 202 203 204 205
## (Intercept) 0.455447309 0.17824585 0.40346933 0.17824585 0.23781228
## demo$gender1 0.002463916 -0.00705877 -0.01191503 -0.00705877 -0.03154779
## demo$gender2 0.044830392 -0.03190094 0.02874013 -0.03190094 -0.02791098
## demo$gender3 -0.255447309 0.22175415 -0.16710569 0.22175415 0.11218772
## demo$gender4 0.163600310 -0.08147166 0.14198522 -0.08147166 0.02144698
## 206 207 208 209 210
## (Intercept) 0.275029616 0.30166753 0.1935764706 0.18754554 0.199573770
## demo$gender1 0.002457508 0.02509518 -0.0006688649 -0.00317193 -0.006832071
## demo$gender2 -0.046911280 0.06831321 -0.0243561093 -0.03637398 -0.029682352
## demo$gender3 0.263431923 -0.30166753 0.1748445820 0.24102588 0.200426230
## demo$gender4 -0.193948535 0.17659334 -0.0602431373 -0.12504554 -0.102799576
## 211 212 213 214 215
## (Intercept) 0.184366909 0.19800010 0.325522745 0.221097703 0.199573770
## demo$gender1 -0.003155917 -0.01783501 -0.002595164 -0.011066965 -0.006832071
## demo$gender2 -0.016157150 -0.02724515 0.034235864 -0.016651984 -0.029682352
## demo$gender3 0.148966425 0.13533323 -0.192189412 0.073019944 0.200426230
## demo$gender4 -0.011953116 -0.02558631 0.152738124 -0.006811988 -0.102799576
## 216 217 218 219 220
## (Intercept) 0.1737113214 0.182172646 0.27174630 0.275029616 0.197266241
## demo$gender1 0.0009619017 0.001123083 -0.01274544 0.002457508 0.002910523
## demo$gender2 -0.0215823234 -0.028302414 -0.01763855 -0.046911280 -0.038817429
## demo$gender3 0.1947097312 0.217827354 0.07825370 0.263431923 0.257279214
## demo$gender4 -0.0403779881 -0.085398453 -0.01248704 -0.193948535 -0.166963210
## 221 222 223 224 225
## (Intercept) 0.245499341 0.24197981 0.269516508 0.243610331 0.35428937
## demo$gender1 0.004530507 -0.00252906 0.006308217 0.002541882 -0.02600981
## demo$gender2 0.029110375 -0.04581722 0.045493669 0.025431967 0.01061706
## demo$gender3 -0.102642199 0.25802019 -0.192593431 -0.100753188 -0.08762271
## demo$gender4 0.114500659 -0.16769410 0.147150159 0.116389669 0.12397150
## 226 227 228 229 230
## (Intercept) 0.245928221 0.23787601 0.2023924058 0.194410223 0.23787601
## demo$gender1 -0.012364673 -0.01164261 -0.0008807613 -0.001576921 -0.01164261
## demo$gender2 -0.007066782 0.02241351 0.0078896284 -0.042898037 0.02241351
## demo$gender3 0.060738446 -0.09501887 0.0476075942 0.260135231 -0.09501887
## demo$gender4 0.061764087 0.12212399 0.0568668535 -0.164107193 0.12212399
## 231 232 233 234 235
## (Intercept) 0.277185932 0.246107249 0.290129793 0.230075903 0.194410223
## demo$gender1 0.002232885 0.003931234 -0.024109965 0.005715762 -0.001576921
## demo$gender2 0.012182054 -0.039895203 -0.002643513 -0.044059483 -0.042898037
## demo$gender3 -0.020043075 0.253892751 -0.032986936 0.269924097 0.260135231
## demo$gender4 0.082814068 -0.171821534 0.069870207 -0.201504474 -0.164107193
## 236 237 238 239 240
## (Intercept) 0.23787601 0.253103255 0.21477894 0.29409581 0.37512929
## demo$gender1 -0.01164261 0.004030276 -0.01686479 -0.01740068 0.01592553
## demo$gender2 0.02241351 -0.046082519 0.01065215 0.01986355 0.06133399
## demo$gender3 -0.09501887 0.266896745 -0.01477894 -0.09409581 -0.28422020
## demo$gender4 0.12212399 -0.197547699 0.09291337 0.12257086 0.17032526
## 241 242 243 244 245
## (Intercept) 0.194410223 0.19689549 0.194410223 0.275029616 0.27174630
## demo$gender1 -0.001576921 -0.01870349 -0.001576921 0.002457508 -0.01274544
## demo$gender2 -0.042898037 -0.01205689 -0.042898037 -0.046911280 -0.01763855
## demo$gender3 0.260135231 0.09722216 0.260135231 0.263431923 0.07825370
## demo$gender4 -0.164107193 0.01739023 -0.164107193 -0.193948535 -0.01248704
## 246 247 248 249 250
## (Intercept) 0.27134203 0.290129793 0.216233909 0.199573770 0.197266241
## demo$gender1 -0.01484930 -0.024109965 -0.010476414 -0.006832071 0.002910523
## demo$gender2 0.01173253 -0.002643513 0.008628691 -0.029682352 -0.038817429
## demo$gender3 -0.01419917 -0.032986936 -0.016233909 0.200426230 0.257279214
## demo$gender4 0.08865797 0.069870207 0.091458398 -0.102799576 -0.166963210
## 251 252 253 254 255
## (Intercept) 0.182172646 0.2309851683 0.242098742 0.205742779 0.216233909
## demo$gender1 0.001123083 0.0004959164 -0.004139963 0.007305077 -0.010476414
## demo$gender2 -0.028302414 -0.0408737447 0.027579046 -0.040751401 0.008628691
## demo$gender3 0.217827354 0.2235602862 -0.099241599 0.272518090 -0.016233909
## demo$gender4 -0.085398453 -0.1521972895 0.117901258 -0.205742779 0.091458398
## 256 257 258 259 260
## (Intercept) 0.35428937 0.169551857 0.220715577 0.205742779 0.33412119
## demo$gender1 -0.02600981 -0.006897254 -0.022134471 0.007305077 0.01558474
## demo$gender2 0.01061706 -0.026201561 -0.031283285 -0.040751401 0.04185129
## demo$gender3 -0.08762271 0.198869195 0.167519717 0.272518090 -0.20078785
## demo$gender4 0.12397150 -0.036218524 -0.006429863 -0.205742779 0.14413968
## 261 262 263 264 265
## (Intercept) 0.177102065 0.216233909 0.216233909 0.210385758 0.191743877
## demo$gender1 -0.006112554 -0.010476414 -0.010476414 -0.002532333 -0.006625963
## demo$gender2 -0.036278523 0.008628691 0.008628691 -0.042500870 -0.023896791
## demo$gender3 0.222897935 -0.016233909 -0.016233909 0.244159697 0.176677175
## demo$gender4 -0.080327871 0.091458398 0.091458398 -0.131597879 -0.058410544
## 266 267 268 269 270
## (Intercept) 0.191397958 0.216233909 0.205742779 0.20316418 0.184024233
## demo$gender1 0.004097265 -0.010476414 0.007305077 -0.01102430 0.002494467
## demo$gender2 -0.032085930 0.008628691 -0.040751401 -0.01856360 -0.002303391
## demo$gender3 0.237173470 -0.016233909 0.272518090 0.13016915 0.110093414
## demo$gender4 -0.128897958 0.091458398 -0.205742779 -0.03075039 0.030261481
## 271 272 273 274 275
## (Intercept) 0.297585383 0.21908814 0.23787601 0.303486142 0.264381722
## demo$gender1 -0.004238267 -0.00800179 -0.01164261 0.003503995 -0.025891867
## demo$gender2 0.017169853 0.01471676 0.02241351 0.027129870 0.001894175
## demo$gender3 -0.097585383 -0.01908814 -0.09501887 -0.103486142 -0.007238864
## demo$gender4 0.119081284 0.08860417 0.12212399 0.113180524 0.095618278
## 276 277 278 279 280
## (Intercept) 0.17824585 0.204059570 0.2175129296 0.219699596 0.179501837
## demo$gender1 -0.00705877 -0.005323950 -0.0006259839 -0.005533434 -0.013493777
## demo$gender2 -0.03190094 -0.003944179 -0.0445687134 0.014082772 -0.020414505
## demo$gender3 0.22175415 0.090058077 0.2607479399 -0.019699596 0.153831496
## demo$gender4 -0.08147166 0.010226144 -0.1704541061 0.087992711 -0.007088044
## 281 282 283 284 285
## (Intercept) 0.199573770 0.205742779 0.2023924058 0.22976910 0.177102065
## demo$gender1 -0.006832071 0.007305077 -0.0008807613 0.01226974 -0.006112554
## demo$gender2 -0.029682352 -0.040751401 0.0078896284 0.02648811 -0.036278523
## demo$gender3 0.200426230 0.272518090 0.0476075942 -0.02976910 0.222897935
## demo$gender4 -0.102799576 -0.205742779 0.0568668535 0.07792321 -0.080327871
## 286 287 288 289 290
## (Intercept) 0.212549628 0.19433205 0.205742779 0.179125709 0.19800010
## demo$gender1 -0.005247763 -0.02085671 0.007305077 -0.003675607 -0.01783501
## demo$gender2 -0.026857738 -0.01759398 -0.040751401 -0.032644535 -0.02724515
## demo$gender3 0.155871424 0.09978560 0.272518090 0.220874291 0.13533323
## demo$gender4 -0.079216295 0.01995366 -0.205742779 -0.082351516 -0.02558631
## 291 292 293 294 295
## (Intercept) 0.275029616 0.18754554 0.3276525440 0.177102065 0.18680172
## demo$gender1 0.002457508 -0.00317193 -0.0003716051 -0.006112554 -0.01312092
## demo$gender2 -0.046911280 -0.03637398 0.0384017008 -0.036278523 -0.03222830
## demo$gender3 0.263431923 0.24102588 -0.1943192106 0.222897935 0.18161933
## demo$gender4 -0.193948535 -0.12504554 0.1506083256 -0.080327871 -0.05346839
## 296 297 298 299 300
## (Intercept) 0.23945871 0.169551857 0.18754554 0.2073816870 0.1737113214
## demo$gender1 -0.02890800 -0.006897254 -0.00317193 -0.0002826457 0.0009619017
## demo$gender2 -0.03784557 -0.026201561 -0.03637398 -0.0297548331 -0.0215823234
## demo$gender3 0.14877658 0.198869195 0.24102588 0.2211897416 0.1947097312
## demo$gender4 -0.02517300 -0.036218524 -0.12504554 -0.0948816870 -0.0403779881
## 301 302 303 304 305
## (Intercept) 0.194410223 0.194410223 0.1822458693 0.179501837 0.177102065
## demo$gender1 -0.001576921 -0.001576921 0.0004937961 -0.013493777 -0.006112554
## demo$gender2 -0.042898037 -0.042898037 -0.0274534586 -0.020414505 -0.036278523
## demo$gender3 0.260135231 0.260135231 0.2177541307 0.153831496 0.222897935
## demo$gender4 -0.164107193 -0.164107193 -0.0854716757 -0.007088044 -0.080327871
## 306 307 308 309 310
## (Intercept) 0.186443892 0.184366909 0.199691465 0.22175408 0.165868644
## demo$gender1 -0.002254581 -0.003155917 -0.003184247 -0.00118655 0.001185314
## demo$gender2 -0.040596282 -0.016157150 0.002090293 -0.02039985 -0.009326509
## demo$gender3 0.242127536 0.148966425 0.050308535 0.17824592 0.167464689
## demo$gender4 -0.123943892 -0.011953116 0.059567794 -0.07336698 0.006545149
## 311 312
## (Intercept) 0.194410223 0.218001306
## demo$gender1 -0.001576921 -0.001182233
## demo$gender2 -0.042898037 -0.042547335
## demo$gender3 0.260135231 0.260259564
## demo$gender4 -0.164107193 -0.170942482
##
## $f.perms
## [,1]
## [1,] 0.8371981
## [2,] 2.4113617
## [3,] 0.4728922
## [4,] 0.4049440
## [5,] 0.5195178
## [6,] 0.7382947
## [7,] 0.6385649
## [8,] 0.6751519
## [9,] 1.0127002
## [10,] 1.7620502
## [11,] 1.6095481
## [12,] 0.6425808
## [13,] 2.7613254
## [14,] 2.0066363
## [15,] 0.9291789
## [16,] 0.7383925
## [17,] 1.0929269
## [18,] 0.8676146
## [19,] 2.8831833
## [20,] 1.3937629
## [21,] 0.5859738
## [22,] 0.6621443
## [23,] 0.6306929
## [24,] 1.8572518
## [25,] 2.5559662
## [26,] 1.0951453
## [27,] 0.7809603
## [28,] 0.7016392
## [29,] 0.6125953
## [30,] 1.1950460
## [31,] 1.5423670
## [32,] 1.1328477
## [33,] 0.9413317
## [34,] 0.4771692
## [35,] 0.6538306
## [36,] 0.6081548
## [37,] 0.8139634
## [38,] 2.2287163
## [39,] 1.4072099
## [40,] 0.5890877
## [41,] 0.6981665
## [42,] 0.5329052
## [43,] 1.0183410
## [44,] 0.9398830
## [45,] 0.6924166
## [46,] 2.2612395
## [47,] 0.8517696
## [48,] 0.3658516
## [49,] 1.0972366
## [50,] 0.6199287
## [51,] 0.5713868
## [52,] 2.1799015
## [53,] 0.7047826
## [54,] 0.8321533
## [55,] 0.7640007
## [56,] 0.4574097
## [57,] 0.2410028
## [58,] 0.9780518
## [59,] 0.8722898
## [60,] 0.4121604
## [61,] 0.4228843
## [62,] 0.4158639
## [63,] 1.9066905
## [64,] 2.0219372
## [65,] 0.7618799
## [66,] 2.0034857
## [67,] 1.0007653
## [68,] 0.2750000
## [69,] 1.0447310
## [70,] 0.7608500
## [71,] 0.3399959
## [72,] 2.0902198
## [73,] 1.1243845
## [74,] 0.4304309
## [75,] 0.7544788
## [76,] 0.5886854
## [77,] 2.1027877
## [78,] 2.0842364
## [79,] 1.6282125
## [80,] 1.0696063
## [81,] 0.5886607
## [82,] 1.2159388
## [83,] 0.5077870
## [84,] 0.6174209
## [85,] 0.6979110
## [86,] 0.7547994
## [87,] 3.7244154
## [88,] 0.6653393
## [89,] 1.3654927
## [90,] 0.6499102
## [91,] 0.9731146
## [92,] 0.6252921
## [93,] 0.7637433
## [94,] 0.6072357
## [95,] 0.4006396
## [96,] 1.2332702
## [97,] 1.8917152
## [98,] 0.8439291
## [99,] 1.5320934
## [100,] 0.6210542
## [101,] 0.4572294
## [102,] 0.6971010
## [103,] 0.4164075
## [104,] 0.2498384
## [105,] 1.0512434
## [106,] 0.6533372
## [107,] 0.7945711
## [108,] 0.5419767
## [109,] 0.4304907
## [110,] 0.6650047
## [111,] 0.2712804
## [112,] 1.2536187
## [113,] 0.4902695
## [114,] 0.5243382
## [115,] 1.2814362
## [116,] 0.2715716
## [117,] 0.7319802
## [118,] 2.0525273
## [119,] 0.9078605
## [120,] 0.6597892
## [121,] 0.5389937
## [122,] 0.6818742
## [123,] 0.5177598
## [124,] 0.4649636
## [125,] 0.7599953
## [126,] 0.2526551
## [127,] 0.6704477
## [128,] 0.6551336
## [129,] 2.1962171
## [130,] 0.5501661
## [131,] 1.3941689
## [132,] 1.9430109
## [133,] 0.5148170
## [134,] 0.6041789
## [135,] 0.6036016
## [136,] 0.5118694
## [137,] 2.0793714
## [138,] 2.5089605
## [139,] 0.5377673
## [140,] 1.8609372
## [141,] 2.0313040
## [142,] 1.2043646
## [143,] 0.4520928
## [144,] 0.5875326
## [145,] 2.6583818
## [146,] 1.2785536
## [147,] 0.3998364
## [148,] 0.4327451
## [149,] 0.5962333
## [150,] 0.5916057
## [151,] 1.3582709
## [152,] 0.8496864
## [153,] 1.1670009
## [154,] 1.8703070
## [155,] 0.6995411
## [156,] 0.3996533
## [157,] 1.6349056
## [158,] 0.4546505
## [159,] 1.2126060
## [160,] 0.4117273
## [161,] 0.8849557
## [162,] 2.1892287
## [163,] 2.4067118
## [164,] 0.6715184
## [165,] 0.5160320
## [166,] 0.5494780
## [167,] 0.7794640
## [168,] 0.4004588
## [169,] 0.4630733
## [170,] 1.1644070
## [171,] 1.0623907
## [172,] 0.3810553
## [173,] 0.6672442
## [174,] 0.7308974
## [175,] 0.8505091
## [176,] 0.4626769
## [177,] 0.5054640
## [178,] 1.5361125
## [179,] 0.3885337
## [180,] 0.4671865
## [181,] 1.3388371
## [182,] 1.9445578
## [183,] 0.5618581
## [184,] 1.0585068
## [185,] 0.3871808
## [186,] 0.6668782
## [187,] 1.8333307
## [188,] 0.6015264
## [189,] 0.7751168
## [190,] 0.4482210
## [191,] 0.3494281
## [192,] 1.0836336
## [193,] 0.6341696
## [194,] 3.0254781
## [195,] 1.3436981
## [196,] 0.9245008
## [197,] 0.4520711
## [198,] 0.8328977
## [199,] 0.9136319
## [200,] 0.9081096
## [201,] 0.8153239
## [202,] 2.0537966
## [203,] 0.2661679
## [204,] 0.6051978
## [205,] 0.5876723
## [206,] 1.5684210
## [207,] 1.8878525
## [208,] 0.3522101
## [209,] 0.4707021
## [210,] 0.4388086
## [211,] 1.3163122
## [212,] 0.4334076
## [213,] 0.5203180
## [214,] 0.7522194
## [215,] 0.4685103
## [216,] 0.7294832
## [217,] 0.7840809
## [218,] 0.6278363
## [219,] 0.3052334
## [220,] 0.7492257
## [221,] 1.8386467
## [222,] 2.2379179
## [223,] 0.6813518
## [224,] 0.5600022
## [225,] 0.3323065
## [226,] 0.5271859
## [227,] 0.9882000
## [228,] 0.7373029
## [229,] 0.4618930
## [230,] 0.8110455
## [231,] 2.0112575
## [232,] 0.6851573
## [233,] 0.7749465
## [234,] 0.8624284
## [235,] 0.5436400
## [236,] 0.5940923
## [237,] 2.1422771
## [238,] 0.4510831
## [239,] 1.2353613
## [240,] 1.2346624
## [241,] 0.7778542
## [242,] 0.4700730
## [243,] 0.4915393
## [244,] 0.9332444
## [245,] 0.4869538
## [246,] 0.5152379
## [247,] 1.5672044
## [248,] 0.9768761
## [249,] 1.2916595
## [250,] 0.7201128
## [251,] 0.6641445
## [252,] 1.3641513
## [253,] 0.9045034
## [254,] 1.1295907
## [255,] 2.1162913
## [256,] 0.6538333
## [257,] 0.4126484
## [258,] 0.1967614
## [259,] 0.7520462
## [260,] 1.0046771
## [261,] 0.3848295
## [262,] 0.3830238
## [263,] 0.4850393
## [264,] 0.4393399
## [265,] 1.9011434
## [266,] 0.8004314
## [267,] 1.0717113
## [268,] 1.0960061
## [269,] 2.2027709
## [270,] 1.2416489
## [271,] 0.6687882
## [272,] 2.3065634
## [273,] 1.8332046
## [274,] 0.5131574
## [275,] 0.6587965
## [276,] 4.7161277
## [277,] 0.4133571
## [278,] 0.3388184
## [279,] 0.4109526
## [280,] 1.2200177
## [281,] 1.0077641
## [282,] 0.5278612
## [283,] 0.3062668
## [284,] 0.5387246
## [285,] 1.1669491
## [286,] 0.6786849
## [287,] 0.6680819
## [288,] 0.9147282
## [289,] 0.5319311
## [290,] 0.4918185
## [291,] 0.4922949
## [292,] 1.1408142
## [293,] 0.9383935
## [294,] 0.8984540
## [295,] 0.9319349
## [296,] 0.3835739
## [297,] 1.1328957
## [298,] 1.0688997
## [299,] 0.6580354
## [300,] 0.7331703
## [301,] 0.3972419
## [302,] 1.0283153
## [303,] 2.2236913
## [304,] 1.2981363
## [305,] 2.8298440
## [306,] 1.2698715
## [307,] 0.6224591
## [308,] 0.9368059
## [309,] 0.7362549
## [310,] 0.3621219
## [311,] 0.4886983
## [312,] 1.3406680
## [313,] 0.5801751
## [314,] 2.4388467
## [315,] 0.4503169
## [316,] 2.8256832
## [317,] 1.6413115
## [318,] 0.6481233
## [319,] 0.8721539
## [320,] 0.7160212
## [321,] 0.3920837
## [322,] 0.6268322
## [323,] 1.2518814
## [324,] 1.1606051
## [325,] 0.7039891
## [326,] 0.3853568
## [327,] 0.2549105
## [328,] 0.9108490
## [329,] 0.3357401
## [330,] 0.5480066
## [331,] 1.6069154
## [332,] 1.7737315
## [333,] 1.4008802
## [334,] 1.4634759
## [335,] 0.5931150
## [336,] 0.7181013
## [337,] 0.4661050
## [338,] 1.3856866
## [339,] 0.8525433
## [340,] 0.5058403
## [341,] 0.6523280
## [342,] 0.7460050
## [343,] 0.7328523
## [344,] 0.5459751
## [345,] 0.5859217
## [346,] 0.6449110
## [347,] 0.3389233
## [348,] 0.6378723
## [349,] 1.0096673
## [350,] 0.6597016
## [351,] 1.2837136
## [352,] 0.5292606
## [353,] 0.9686197
## [354,] 1.6129818
## [355,] 0.7886721
## [356,] 2.9307313
## [357,] 0.5598264
## [358,] 1.0970414
## [359,] 0.8620849
## [360,] 0.5729909
## [361,] 0.3985737
## [362,] 0.6498291
## [363,] 0.4746223
## [364,] 0.5674748
## [365,] 1.6459259
## [366,] 2.7054436
## [367,] 0.9617584
## [368,] 1.0632210
## [369,] 0.2431091
## [370,] 0.9564308
## [371,] 2.1493077
## [372,] 0.7590803
## [373,] 0.8684633
## [374,] 1.0548569
## [375,] 1.0773910
## [376,] 0.6539106
## [377,] 0.5219516
## [378,] 0.8792658
## [379,] 1.3477746
## [380,] 0.5414066
## [381,] 1.1200389
## [382,] 1.6217198
## [383,] 0.7454507
## [384,] 0.4038968
## [385,] 2.4240401
## [386,] 0.6292187
## [387,] 0.3141474
## [388,] 0.5937775
## [389,] 1.6379189
## [390,] 0.9098031
## [391,] 0.6326408
## [392,] 3.9297698
## [393,] 0.7906041
## [394,] 0.3024746
## [395,] 0.2860392
## [396,] 0.7208547
## [397,] 1.2226100
## [398,] 0.7096823
## [399,] 0.3336142
## [400,] 0.9379200
## [401,] 0.4330368
## [402,] 0.6122180
## [403,] 1.8748855
## [404,] 0.7125020
## [405,] 0.6096415
## [406,] 1.8339964
## [407,] 1.7158206
## [408,] 0.5679043
## [409,] 1.4573900
## [410,] 1.0630051
## [411,] 2.6384322
## [412,] 0.3465459
## [413,] 0.6879864
## [414,] 0.3013084
## [415,] 0.3250411
## [416,] 1.9543799
## [417,] 0.5852376
## [418,] 0.6703284
## [419,] 0.5511307
## [420,] 0.5101394
## [421,] 0.8814703
## [422,] 0.5192863
## [423,] 1.4657816
## [424,] 0.5047790
## [425,] 0.9806459
## [426,] 2.1746626
## [427,] 1.6283174
## [428,] 0.7939327
## [429,] 0.4288143
## [430,] 0.5378574
## [431,] 0.5260410
## [432,] 0.6402979
## [433,] 0.4879277
## [434,] 0.2981122
## [435,] 0.4875112
## [436,] 1.1885381
## [437,] 2.5111697
## [438,] 0.4088705
## [439,] 0.4877289
## [440,] 0.6539653
## [441,] 0.4545035
## [442,] 0.7495465
## [443,] 0.3657261
## [444,] 1.6116161
## [445,] 0.6420538
## [446,] 0.8507286
## [447,] 0.3078449
## [448,] 0.5636541
## [449,] 1.0877073
## [450,] 0.7743729
## [451,] 0.7382250
## [452,] 0.3665877
## [453,] 0.5148211
## [454,] 0.6167075
## [455,] 0.9800995
## [456,] 0.5140075
## [457,] 1.3626739
## [458,] 0.9108714
## [459,] 0.5531790
## [460,] 0.6011303
## [461,] 0.6541221
## [462,] 0.4852081
## [463,] 0.4051551
## [464,] 0.5540796
## [465,] 1.5916243
## [466,] 1.6202977
## [467,] 0.6020452
## [468,] 1.1917344
## [469,] 1.5739921
## [470,] 1.1303952
## [471,] 0.7177433
## [472,] 0.5766398
## [473,] 0.4094627
## [474,] 0.4151337
## [475,] 0.4126762
## [476,] 2.2899864
## [477,] 0.7715490
## [478,] 1.9273099
## [479,] 0.9300320
## [480,] 0.7262954
## [481,] 0.4932788
## [482,] 1.6817603
## [483,] 0.5215127
## [484,] 0.5838187
## [485,] 0.6004395
## [486,] 0.4041848
## [487,] 0.9439452
## [488,] 0.4311413
## [489,] 0.6848486
## [490,] 1.0549530
## [491,] 2.1869621
## [492,] 0.5979664
## [493,] 0.7607248
## [494,] 0.8523923
## [495,] 0.6742014
## [496,] 1.7802227
## [497,] 0.8133014
## [498,] 2.1165298
## [499,] 0.8422163
## [500,] 1.6114873
## [501,] 0.7398666
## [502,] 0.9167062
## [503,] 1.8744674
## [504,] 0.5771133
## [505,] 0.9670157
## [506,] 0.7472555
## [507,] 0.8004444
## [508,] 0.3949959
## [509,] 0.5814752
## [510,] 0.3282536
## [511,] 0.5500610
## [512,] 1.4507222
## [513,] 0.7440949
## [514,] 0.4124096
## [515,] 2.1575109
## [516,] 0.8930500
## [517,] 0.4919278
## [518,] 0.4073951
## [519,] 2.7351486
## [520,] 0.7059031
## [521,] 0.9467406
## [522,] 1.1839977
## [523,] 1.2541258
## [524,] 0.8431752
## [525,] 0.3626856
## [526,] 0.8789577
## [527,] 0.7163124
## [528,] 2.2933905
## [529,] 0.7805493
## [530,] 0.8772034
## [531,] 0.8605002
## [532,] 0.7983682
## [533,] 0.4751889
## [534,] 1.0321684
## [535,] 3.1421159
## [536,] 0.3765456
## [537,] 1.0894135
## [538,] 0.6436064
## [539,] 1.3688929
## [540,] 0.7458207
## [541,] 0.3901573
## [542,] 0.5289491
## [543,] 2.2548815
## [544,] 0.7880748
## [545,] 1.4344574
## [546,] 0.7655890
## [547,] 0.6277595
## [548,] 0.6474677
## [549,] 0.9877204
## [550,] 0.8899025
## [551,] 0.3688407
## [552,] 1.1853971
## [553,] 0.4236494
## [554,] 0.9164337
## [555,] 2.7364866
## [556,] 0.5953601
## [557,] 1.4445990
## [558,] 1.0528957
## [559,] 0.8932637
## [560,] 1.9581967
## [561,] 2.1859206
## [562,] 0.4847203
## [563,] 0.4066817
## [564,] 1.9266289
## [565,] 0.3956147
## [566,] 2.5720042
## [567,] 1.0705271
## [568,] 0.6592780
## [569,] 1.2438633
## [570,] 0.7149094
## [571,] 0.3887364
## [572,] 0.4104084
## [573,] 0.8689117
## [574,] 0.7521640
## [575,] 0.6859169
## [576,] 1.0529276
## [577,] 0.6557299
## [578,] 0.9625627
## [579,] 0.6401777
## [580,] 0.5685840
## [581,] 1.8110636
## [582,] 0.9012617
## [583,] 1.5128609
## [584,] 0.5494862
## [585,] 0.4015653
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## [587,] 0.5346745
## [588,] 0.2719704
## [589,] 0.9830651
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## [595,] 2.8380359
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## [598,] 2.0260329
## [599,] 2.0362489
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## [602,] 0.3508523
## [603,] 1.2899546
## [604,] 1.4800754
## [605,] 1.9539552
## [606,] 2.0913639
## [607,] 0.7842979
## [608,] 1.2975381
## [609,] 0.7723969
## [610,] 1.1700893
## [611,] 0.8014834
## [612,] 2.5495775
## [613,] 1.4089875
## [614,] 1.8005372
## [615,] 0.5572755
## [616,] 0.3666708
## [617,] 0.7486279
## [618,] 0.7128514
## [619,] 1.8041699
## [620,] 2.3797957
## [621,] 2.4234638
## [622,] 0.4683141
## [623,] 0.8302174
## [624,] 0.5700134
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## [626,] 0.9790145
## [627,] 0.6696147
## [628,] 1.3126683
## [629,] 0.7815280
## [630,] 0.5863315
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## [632,] 0.3488192
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## [637,] 0.6996228
## [638,] 0.7400105
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## [647,] 1.0885983
## [648,] 1.3078289
## [649,] 1.9510832
## [650,] 0.6600487
## [651,] 2.3449279
## [652,] 0.5713959
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## [656,] 1.1666381
## [657,] 0.2972851
## [658,] 0.5016376
## [659,] 1.9864387
## [660,] 0.3439731
## [661,] 0.9119192
## [662,] 1.6805198
## [663,] 3.9522265
## [664,] 1.0294384
## [665,] 1.4904928
## [666,] 1.2421766
## [667,] 0.6725798
## [668,] 2.9619821
## [669,] 2.2743226
## [670,] 0.5418782
## [671,] 1.4796328
## [672,] 0.6557344
## [673,] 0.8576827
## [674,] 1.0546162
## [675,] 1.1183413
## [676,] 0.6911493
## [677,] 3.3815592
## [678,] 0.3599396
## [679,] 2.6777633
## [680,] 2.3287714
## [681,] 0.9110825
## [682,] 0.6257390
## [683,] 1.6699209
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## [686,] 0.5204285
## [687,] 0.4528462
## [688,] 0.5573892
## [689,] 0.2118641
## [690,] 0.5943590
## [691,] 1.4352074
## [692,] 0.6436550
## [693,] 1.3209235
## [694,] 1.3970639
## [695,] 0.3482650
## [696,] 0.3656367
## [697,] 0.9321478
## [698,] 0.6338368
## [699,] 0.6484921
## [700,] 2.6011713
## [701,] 0.9269869
## [702,] 1.3139871
## [703,] 0.5194797
## [704,] 1.8308456
## [705,] 0.9993297
## [706,] 2.3952976
## [707,] 1.0339548
## [708,] 0.6023710
## [709,] 1.1067587
## [710,] 2.0855389
## [711,] 2.3233334
## [712,] 0.9851434
## [713,] 0.5712309
## [714,] 0.5119372
## [715,] 2.4248598
## [716,] 0.4726716
## [717,] 0.3883966
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## [719,] 1.1683057
## [720,] 1.4216282
## [721,] 0.6990249
## [722,] 0.6658840
## [723,] 1.2856795
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## [725,] 1.0251406
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## [727,] 2.2226238
## [728,] 0.5326116
## [729,] 0.5861380
## [730,] 0.8270179
## [731,] 0.5825514
## [732,] 0.3180583
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## [734,] 0.8874424
## [735,] 2.3987468
## [736,] 0.7420516
## [737,] 0.8691861
## [738,] 0.4250037
## [739,] 1.1455688
## [740,] 0.9634520
## [741,] 0.7107465
## [742,] 1.1347973
## [743,] 4.9080943
## [744,] 1.8536767
## [745,] 0.3781644
## [746,] 0.5723830
## [747,] 1.0297541
## [748,] 2.3551666
## [749,] 0.6416285
## [750,] 1.0754091
## [751,] 0.6703215
## [752,] 1.3042339
## [753,] 0.4688029
## [754,] 1.8822366
## [755,] 2.9904533
## [756,] 1.3837115
## [757,] 0.3450154
## [758,] 0.4771678
## [759,] 0.4863703
## [760,] 0.7303734
## [761,] 2.4338641
## [762,] 2.5345260
## [763,] 0.6965987
## [764,] 0.4727008
## [765,] 1.1900734
## [766,] 0.6079578
## [767,] 0.6289219
## [768,] 0.5270223
## [769,] 1.3942646
## [770,] 0.7628687
## [771,] 0.7125306
## [772,] 0.8816829
## [773,] 1.2118656
## [774,] 0.2714435
## [775,] 0.7414979
## [776,] 0.8020709
## [777,] 2.5937748
## [778,] 0.4838904
## [779,] 1.1324362
## [780,] 0.4315745
## [781,] 0.2163020
## [782,] 0.6968107
## [783,] 0.4800407
## [784,] 1.8241356
## [785,] 0.9247937
## [786,] 1.2943697
## [787,] 0.5383249
## [788,] 1.2557687
## [789,] 0.4956656
## [790,] 1.7270705
## [791,] 2.9110631
## [792,] 0.5379113
## [793,] 0.6311761
## [794,] 2.8886509
## [795,] 1.3469211
## [796,] 1.3543888
## [797,] 1.1319059
## [798,] 1.1606428
## [799,] 0.5311382
## [800,] 1.0558975
## [801,] 0.3587409
## [802,] 1.3018057
## [803,] 0.9653896
## [804,] 0.2936643
## [805,] 1.4727108
## [806,] 1.9520439
## [807,] 0.5781670
## [808,] 2.2542615
## [809,] 0.3559231
## [810,] 0.5634554
## [811,] 1.0565610
## [812,] 0.5535959
## [813,] 4.8758099
## [814,] 0.4545969
## [815,] 0.7554555
## [816,] 0.1492070
## [817,] 1.7907758
## [818,] 0.4609030
## [819,] 1.3035519
## [820,] 1.6389028
## [821,] 2.6390068
## [822,] 1.2564288
## [823,] 0.9564643
## [824,] 0.7654802
## [825,] 0.9507125
## [826,] 1.0856882
## [827,] 0.3762635
## [828,] 0.6438954
## [829,] 2.5277502
## [830,] 1.2158239
## [831,] 0.7129625
## [832,] 0.6943002
## [833,] 0.3412768
## [834,] 0.8905816
## [835,] 0.7050833
## [836,] 2.8889043
## [837,] 0.3827272
## [838,] 0.9117143
## [839,] 0.5515758
## [840,] 2.1354728
## [841,] 0.9991076
## [842,] 0.8127767
## [843,] 3.4087361
## [844,] 0.5907276
## [845,] 1.2513419
## [846,] 0.5814554
## [847,] 0.7690270
## [848,] 0.7332560
## [849,] 0.2289184
## [850,] 0.9522000
## [851,] 1.7104978
## [852,] 1.0168347
## [853,] 1.2066109
## [854,] 1.3422972
## [855,] 0.5166775
## [856,] 0.5653448
## [857,] 4.3833646
## [858,] 1.3071884
## [859,] 0.2775566
## [860,] 1.8697078
## [861,] 0.3433320
## [862,] 0.9373368
## [863,] 0.8293604
## [864,] 1.2806738
## [865,] 0.5602494
## [866,] 0.2007610
## [867,] 3.1038085
## [868,] 0.8931433
## [869,] 0.8136181
## [870,] 0.2760162
## [871,] 1.5296309
## [872,] 0.2753620
## [873,] 0.4708931
## [874,] 0.7479794
## [875,] 1.0007153
## [876,] 0.2916279
## [877,] 0.5687783
## [878,] 2.5888857
## [879,] 0.6659452
## [880,] 0.6645435
## [881,] 0.5043688
## [882,] 0.8703802
## [883,] 0.7864755
## [884,] 2.1445183
## [885,] 0.8542824
## [886,] 0.5958654
## [887,] 2.6052482
## [888,] 0.5244920
## [889,] 2.1467250
## [890,] 0.4548029
## [891,] 0.6524169
## [892,] 1.5766458
## [893,] 1.5586044
## [894,] 0.4676629
## [895,] 0.8978449
## [896,] 1.4114162
## [897,] 0.9672979
## [898,] 0.5110783
## [899,] 0.9362229
## [900,] 0.7538093
## [901,] 0.7720196
## [902,] 0.5505991
## [903,] 0.5549724
## [904,] 1.0105118
## [905,] 0.5818863
## [906,] 0.4550853
## [907,] 0.7486123
## [908,] 1.0947729
## [909,] 1.1881987
## [910,] 1.8737250
## [911,] 2.0253145
## [912,] 0.8486786
## [913,] 0.8452248
## [914,] 0.4982758
## [915,] 0.7930870
## [916,] 0.3779848
## [917,] 0.3551106
## [918,] 0.2248252
## [919,] 1.3988054
## [920,] 1.6968354
## [921,] 0.2905970
## [922,] 1.3646070
## [923,] 0.9153816
## [924,] 1.4848291
## [925,] 1.6913955
## [926,] 0.4102817
## [927,] 0.8288386
## [928,] 0.3705987
## [929,] 0.3649030
## [930,] 1.4339072
## [931,] 0.5287004
## [932,] 0.7224401
## [933,] 0.4827091
## [934,] 1.2474107
## [935,] 0.6401601
## [936,] 0.9515831
## [937,] 1.0731322
## [938,] 0.8344529
## [939,] 0.6904074
## [940,] 0.4840800
## [941,] 0.8246141
## [942,] 1.4401653
## [943,] 0.8847889
## [944,] 0.2649673
## [945,] 0.8425349
## [946,] 0.6155572
## [947,] 0.7847707
## [948,] 0.3334599
## [949,] 0.4439471
## [950,] 0.9689474
## [951,] 0.7895632
## [952,] 0.6353851
## [953,] 2.0373021
## [954,] 2.0622459
## [955,] 0.6025999
## [956,] 0.3699890
## [957,] 1.2361345
## [958,] 1.0583734
## [959,] 0.6155557
## [960,] 1.1868148
## [961,] 0.7308272
## [962,] 0.3452012
## [963,] 0.4506402
## [964,] 0.9467761
## [965,] 0.9976023
## [966,] 0.5043316
## [967,] 0.5739789
## [968,] 1.0106290
## [969,] 1.4809697
## [970,] 1.9403771
## [971,] 0.7720842
## [972,] 1.2812273
## [973,] 1.0940429
## [974,] 0.3381647
## [975,] 0.5189572
## [976,] 1.8164317
## [977,] 0.9183557
## [978,] 0.8364778
## [979,] 0.4922558
## [980,] 1.8870445
## [981,] 2.1489023
## [982,] 0.6707046
## [983,] 2.2358884
## [984,] 0.6642032
## [985,] 1.0843282
## [986,] 1.3283314
## [987,] 2.1058357
## [988,] 2.2571984
## [989,] 2.0735019
## [990,] 0.4005166
## [991,] 0.1174381
## [992,] 0.4518110
## [993,] 0.6128309
## [994,] 2.0423524
## [995,] 0.8070874
## [996,] 0.9946752
## [997,] 0.6109775
## [998,] 0.8807202
## [999,] 1.1610358
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
## 8 1 1 0 0 0
## 9 1 1 0 0 0
## 10 1 0 1 0 0
## 11 1 1 0 0 0
## 12 1 1 0 0 0
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 1 0 0 0
## 16 1 1 0 0 0
## 17 1 1 0 0 0
## 18 1 0 1 0 0
## 19 1 0 1 0 0
## 20 1 1 0 0 0
## 21 1 1 0 0 0
## 22 1 1 0 0 0
## 23 1 0 1 0 0
## 24 1 0 1 0 0
## 25 1 1 0 0 0
## 26 1 1 0 0 0
## 27 1 0 1 0 0
## 28 1 1 0 0 0
## 29 1 1 0 0 0
## 30 1 1 0 0 0
## 31 1 1 0 0 0
## 32 1 0 1 0 0
## 33 1 1 0 0 0
## 34 1 0 1 0 0
## 35 1 1 0 0 0
## 36 1 1 0 0 0
## 37 1 0 1 0 0
## 38 1 1 0 0 0
## 39 1 0 1 0 0
## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
## 43 1 1 0 0 0
## 44 1 0 1 0 0
## 45 1 1 0 0 0
## 46 1 0 1 0 0
## 47 1 1 0 0 0
## 48 1 0 1 0 0
## 49 1 1 0 0 0
## 50 1 0 1 0 0
## 51 1 1 0 0 0
## 52 1 1 0 0 0
## 53 1 1 0 0 0
## 54 1 1 0 0 0
## 55 1 1 0 0 0
## 56 1 1 0 0 0
## 57 1 1 0 0 0
## 58 1 0 1 0 0
## 59 1 1 0 0 0
## 60 1 1 0 0 0
## 61 1 0 1 0 0
## 62 1 0 1 0 0
## 63 1 0 1 0 0
## 64 1 1 0 0 0
## 65 1 0 1 0 0
## 66 1 1 0 0 0
## 67 1 0 1 0 0
## 68 1 0 1 0 0
## 69 1 0 1 0 0
## 70 1 1 0 0 0
## 71 1 1 0 0 0
## 72 1 0 1 0 0
## 73 1 0 1 0 0
## 74 1 0 1 0 0
## 75 1 0 1 0 0
## 76 1 0 1 0 0
## 77 1 0 1 0 0
## 78 1 0 1 0 0
## 79 1 0 1 0 0
## 80 1 1 0 0 0
## 81 1 1 0 0 0
## 82 1 0 1 0 0
## 83 1 0 1 0 0
## 84 1 0 1 0 0
## 85 1 1 0 0 0
## 86 1 1 0 0 0
## 87 1 0 1 0 0
## 88 1 0 1 0 0
## 89 1 0 1 0 0
## 90 1 0 1 0 0
## 91 1 0 1 0 0
## 92 1 0 1 0 0
## 93 1 0 1 0 0
## 94 1 0 1 0 0
## 95 1 0 1 0 0
## 96 1 0 1 0 0
## 97 1 1 0 0 0
## 98 1 0 1 0 0
## 99 1 1 0 0 0
## 100 1 0 1 0 0
## 101 1 0 1 0 0
## 102 1 1 0 0 0
## 103 1 0 1 0 0
## 104 1 0 1 0 0
## 105 1 1 0 0 0
## 106 1 1 0 0 0
## 107 1 1 0 0 0
## 108 1 1 0 0 0
## 109 1 0 1 0 0
## 110 1 0 1 0 0
## 111 1 1 0 0 0
## 112 1 1 0 0 0
## 113 1 1 0 0 0
## 114 1 1 0 0 0
## 115 1 1 0 0 0
## 116 1 0 1 0 0
## 117 1 1 0 0 0
## 118 1 1 0 0 0
## 119 1 1 0 0 0
## 120 1 1 0 0 0
## 121 1 0 1 0 0
## 122 1 1 0 0 0
## 123 1 0 1 0 0
## 124 1 1 0 0 0
## 125 1 1 0 0 0
## 126 1 0 1 0 0
## 127 1 0 1 0 0
## 128 1 1 0 0 0
## 129 1 0 1 0 0
## 130 1 0 1 0 0
## 131 1 1 0 0 0
## 132 1 1 0 0 0
## 133 1 1 0 0 0
## 134 1 0 1 0 0
## 135 1 1 0 0 0
## 136 1 0 1 0 0
## 137 1 1 0 0 0
## 138 1 0 1 0 0
## 139 1 1 0 0 0
## 140 1 1 0 0 0
## 141 1 1 0 0 0
## 142 1 1 0 0 0
## 143 1 1 0 0 0
## 144 1 1 0 0 0
## 145 1 1 0 0 0
## 146 1 1 0 0 0
## 147 1 1 0 0 0
## 148 1 1 0 0 0
## 149 1 0 1 0 0
## 150 1 0 1 0 0
## 151 1 1 0 0 0
## 152 1 1 0 0 0
## 153 1 1 0 0 0
## 154 1 0 1 0 0
## 155 1 0 1 0 0
## 156 1 0 1 0 0
## 157 1 0 1 0 0
## 158 1 0 1 0 0
## 159 1 0 1 0 0
## 160 1 0 1 0 0
## 161 1 1 0 0 0
## 162 1 0 1 0 0
## 163 1 1 0 0 0
## 164 1 1 0 0 0
## 165 1 0 1 0 0
## 166 1 0 1 0 0
## 167 1 0 1 0 0
## 168 1 0 1 0 0
## 169 1 1 0 0 0
## 170 1 1 0 0 0
## 171 1 1 0 0 0
## 172 1 0 1 0 0
## 173 1 0 1 0 0
## 174 1 0 1 0 0
## 175 1 0 1 0 0
## 176 1 0 1 0 0
## 177 1 1 0 0 0
## 178 1 1 0 0 0
## 179 1 0 1 0 0
## 180 1 1 0 0 0
## 181 1 1 0 0 0
## 182 1 0 1 0 0
## 183 1 1 0 0 0
## 184 1 1 0 0 0
## 185 1 0 1 0 0
## 186 1 1 0 0 0
## 187 1 1 0 0 0
## 188 1 1 0 0 0
## 189 1 1 0 0 0
## 190 1 1 0 0 0
## 191 1 1 0 0 0
## 192 1 1 0 0 0
## 193 1 0 1 0 0
## 194 1 1 0 0 0
## 195 1 1 0 0 0
## 196 1 1 0 0 0
## 197 1 1 0 0 0
## 198 1 1 0 0 0
## 199 1 0 1 0 0
## 200 1 0 1 0 0
## 201 1 1 0 0 0
## 202 1 1 0 0 0
## 203 1 1 0 0 0
## 204 1 1 0 0 0
## 205 1 0 1 0 0
## 206 1 0 1 0 0
## 207 1 0 0 1 0
## 208 1 1 0 0 0
## 209 1 1 0 0 0
## 210 1 0 1 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
## 213 1 1 0 0 0
## 214 1 1 0 0 0
## 215 1 0 1 0 0
## 216 1 1 0 0 0
## 217 1 0 1 0 0
## 218 1 0 1 0 0
## 219 1 0 1 0 0
## 220 1 1 0 0 0
## 221 1 1 0 0 0
## 222 1 1 0 0 0
## 223 1 1 0 0 0
## 224 1 1 0 0 0
## 225 1 1 0 0 0
## 226 1 1 0 0 0
## 227 1 1 0 0 0
## 228 1 1 0 0 0
## 229 1 1 0 0 0
## 230 1 0 1 0 0
## 231 1 1 0 0 0
## 232 1 1 0 0 0
## 233 1 1 0 0 0
## 234 1 0 1 0 0
## 235 1 0 1 0 0
## 236 1 0 1 0 0
## 237 1 0 1 0 0
## 238 1 1 0 0 0
## 239 1 1 0 0 0
## 240 1 1 0 0 0
## 241 1 1 0 0 0
## 242 1 1 0 0 0
## 243 1 1 0 0 0
## 244 1 1 0 0 0
## 245 1 0 1 0 0
## 246 1 1 0 0 0
## 247 1 1 0 0 0
## 248 1 1 0 0 0
## 249 1 1 0 0 0
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 1 0 0
## 253 1 1 0 0 0
## 254 1 0 1 0 0
## 255 1 1 0 0 0
## 256 1 0 1 0 0
## 257 1 0 1 0 0
## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
## 262 1 0 1 0 0
## 263 1 0 1 0 0
## 264 1 1 0 0 0
## 265 1 1 0 0 0
## 266 1 1 0 0 0
## 267 1 1 0 0 0
## 268 1 1 0 0 0
## 269 1 1 0 0 0
## 270 1 1 0 0 0
## 271 1 0 1 0 0
## 272 1 1 0 0 0
## 273 1 1 0 0 0
## 274 1 0 1 0 0
## 275 1 0 1 0 0
## 276 1 0 1 0 0
## 277 1 0 1 0 0
## 278 1 0 1 0 0
## 279 1 1 0 0 0
## 280 1 1 0 0 0
## 281 1 1 0 0 0
## 282 1 0 1 0 0
## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
## 306 1 0 1 0 0
## 307 1 0 1 0 0
## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## sci_comp ~ demo$gender
## attr(,"variables")
## list(sci_comp, demo$gender)
## attr(,"factors")
## demo$gender
## sci_comp 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to gender.
Now, Personal Community Orientation:
And an Adonis
test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.01767 0.0044169 0.49726 0.00644 0.63
## Residuals 307 2.72691 0.0088825 0.99356
## Total 311 2.74458 1.00000
##
## $call
## adonis(formula = per_comm_orient ~ demo$gender)
##
## $coefficients
## per_comm_orient1 per_comm_orient2 per_comm_orient3
## (Intercept) 5.1176709 5.29808356 5.4575967
## demo$gender1 0.1972462 -0.01079075 0.2053867
## demo$gender2 0.1557666 -0.09495856 0.1674033
## demo$gender3 -0.1176709 0.70191644 0.5424033
## demo$gender4 -0.1176709 -0.29808356 -0.4575967
## per_comm_orient4
## (Intercept) 5.372885014
## demo$gender1 0.124352555
## demo$gender2 -0.005697514
## demo$gender3 0.627114986
## demo$gender4 -0.372885014
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.0729441910 0.04354473 0.054503458 0.054503458 0.054503458
## demo$gender1 0.0127064376 0.03219317 0.006964334 0.006964334 0.006964334
## demo$gender2 0.0143301267 0.02867357 0.017011156 0.017011156 0.017011156
## demo$gender3 -0.0274896456 0.02622271 -0.054503458 -0.054503458 -0.054503458
## demo$gender4 0.0002265407 -0.04354473 0.015263984 0.015263984 0.015263984
## 6 7 8 9 10
## (Intercept) 0.047616179 0.1230842535 0.068655105 0.083211994 0.08957751
## demo$gender1 0.022870442 -0.0076954905 -0.004541140 -0.001371159 0.02592899
## demo$gender2 0.025743061 -0.0009240895 0.007411678 0.005359171 0.01558916
## demo$gender3 -0.002161633 -0.0430842535 -0.047378509 -0.019382206 0.03237371
## demo$gender4 -0.023225935 0.0258519167 0.022253986 0.007697097 -0.03694593
## 11 12 13 14 15
## (Intercept) 0.139860576 0.068655105 0.04354473 0.04354473 0.068120697
## demo$gender1 -0.008967095 -0.004541140 0.03219317 0.03219317 0.017398337
## demo$gender2 -0.002823728 0.007411678 0.02867357 0.02867357 0.017196312
## demo$gender3 -0.041821360 -0.047378509 0.02622271 0.02622271 0.001646745
## demo$gender4 0.026806091 0.022253986 -0.04354473 -0.04354473 -0.018120697
## 16 17 18 19 20
## (Intercept) 0.205717076 0.068655105 1.016790e-01 0.068655105 9.530059e-02
## demo$gender1 0.018448934 -0.004541140 3.359791e-03 -0.004541140 1.852819e-02
## demo$gender2 0.002517873 0.007411678 8.988612e-05 0.007411678 1.828934e-02
## demo$gender3 0.037526168 -0.047378509 9.432118e-03 -0.047378509 -6.249909e-05
## demo$gender4 -0.029246488 0.022253986 -6.440898e-03 0.022253986 -1.837752e-02
## 21 22 23 24 25
## (Intercept) 0.241479176 0.04354473 0.054503458 0.087439613 0.08957751
## demo$gender1 0.018308703 0.03219317 0.006964334 -0.006152701 0.02592899
## demo$gender2 0.004108623 0.02867357 0.017011156 0.004582650 0.01558916
## demo$gender3 0.036298602 0.02622271 -0.054503458 -0.045772946 0.03237371
## demo$gender4 -0.029357964 -0.04354473 0.015263984 0.023671498 -0.03694593
## 26 27 28 29 30
## (Intercept) 0.998895028 0.065448400 0.139860576 0.068655105 0.06551774
## demo$gender1 -0.004419890 0.003547061 -0.008967095 -0.004541140 0.02909330
## demo$gender2 0.001104972 0.009784993 -0.002823728 0.007411678 0.02093977
## demo$gender3 0.001104972 -0.021970139 -0.041821360 -0.047378509 0.02972036
## demo$gender4 0.001104972 0.004319042 0.026806091 0.022253986 -0.03987671
## 31 32 33 34 35
## (Intercept) 0.068655105 0.054503458 0.09473910 0.074885996 0.068655105
## demo$gender1 -0.004541140 0.006964334 0.03098673 0.014582969 -0.004541140
## demo$gender2 0.007411678 0.017011156 0.02601619 0.018279011 0.007411678
## demo$gender3 -0.047378509 -0.054503458 0.02721212 -0.029431451 -0.047378509
## demo$gender4 0.022253986 0.015263984 -0.04210752 -0.001715265 0.022253986
## 36 37 38 39 40
## (Intercept) 0.122660049 0.0641634494 0.068655105 0.06551774 0.048962180
## demo$gender1 -0.008518792 -0.0001325467 -0.004541140 0.02909330 0.026722755
## demo$gender2 -0.001373400 0.0096097503 0.007411678 0.02093977 0.025928752
## demo$gender3 -0.042660049 -0.0206851885 -0.047378509 0.02972036 -0.003507635
## demo$gender4 0.026276121 0.0056039925 0.022253986 -0.03987671 -0.024571936
## 41 42 43 44 45
## (Intercept) 0.054503458 0.068655105 0.04354473 0.054503458 0.06551774
## demo$gender1 0.006964334 -0.004541140 0.03219317 0.006964334 0.02909330
## demo$gender2 0.017011156 0.007411678 0.02867357 0.017011156 0.02093977
## demo$gender3 -0.054503458 -0.047378509 0.02622271 -0.054503458 0.02972036
## demo$gender4 0.015263984 0.022253986 -0.04354473 0.015263984 -0.03987671
## 46 47 48 49 50
## (Intercept) 0.2767263461 0.223494317 0.0456672504 0.04354473 0.063957891
## demo$gender1 0.0161501114 0.008342692 0.0205748363 0.03219317 0.014245748
## demo$gender2 -0.0002567875 -0.001017635 0.0221918815 0.02867357 0.015723162
## demo$gender3 0.0375593682 0.039663578 -0.0002127049 0.02622271 0.002708776
## demo$gender4 -0.0267263461 -0.023494317 -0.0212770065 -0.04354473 -0.016338843
## 51 52 53 54 55
## (Intercept) 0.068655105 0.068655105 0.049550982 0.068655105 0.122660049
## demo$gender1 -0.004541140 -0.004541140 0.011732431 -0.004541140 -0.008518792
## demo$gender2 0.007411678 0.007411678 0.019460199 0.007411678 -0.001373400
## demo$gender3 -0.047378509 -0.047378509 -0.027328760 -0.047378509 -0.042660049
## demo$gender4 0.022253986 0.022253986 -0.001931935 0.022253986 0.026276121
## 56 57 58 59 60
## (Intercept) 0.068655105 0.0456672504 0.049550982 0.054503458 0.087439613
## demo$gender1 -0.004541140 0.0205748363 0.011732431 0.006964334 -0.006152701
## demo$gender2 0.007411678 0.0221918815 0.019460199 0.017011156 0.004582650
## demo$gender3 -0.047378509 -0.0002127049 -0.027328760 -0.054503458 -0.045772946
## demo$gender4 0.022253986 -0.0212770065 -0.001931935 0.015263984 0.023671498
## 61 62 63 64 65
## (Intercept) 0.060739400 0.087172699 0.09056570 0.105429985 0.122660049
## demo$gender1 0.008240711 -0.005656292 0.02650103 -0.007033946 -0.008518792
## demo$gender2 0.012072726 0.003285500 0.01798168 0.001229846 -0.001373400
## demo$gender3 0.005927267 -0.045506032 0.03138552 -0.044205495 -0.042660049
## demo$gender4 -0.013120352 0.023938412 -0.03793412 0.025004798 0.026276121
## 66 67 68 69 70
## (Intercept) 0.093885013 0.060739400 0.0456672504 0.068655105 0.068655105
## demo$gender1 0.016851456 0.008240711 0.0205748363 -0.004541140 -0.004541140
## demo$gender2 0.015719334 0.012072726 0.0221918815 0.007411678 0.007411678
## demo$gender3 0.001353082 0.005927267 -0.0002127049 -0.047378509 -0.047378509
## demo$gender4 -0.016961936 -0.013120352 -0.0212770065 0.022253986 0.022253986
## 71 72 73 74 75
## (Intercept) 0.060739400 0.04354473 0.068655105 0.0456672504 0.139860576
## demo$gender1 0.008240711 0.03219317 -0.004541140 0.0205748363 -0.008967095
## demo$gender2 0.012072726 0.02867357 0.007411678 0.0221918815 -0.002823728
## demo$gender3 0.005927267 0.02622271 -0.047378509 -0.0002127049 -0.041821360
## demo$gender4 -0.013120352 -0.04354473 0.022253986 -0.0212770065 0.026806091
## 76 77 78 79 80
## (Intercept) 0.054503458 0.068655105 0.068655105 0.105429985 0.068655105
## demo$gender1 0.006964334 -0.004541140 -0.004541140 -0.007033946 -0.004541140
## demo$gender2 0.017011156 0.007411678 0.007411678 0.001229846 0.007411678
## demo$gender3 -0.054503458 -0.047378509 -0.047378509 -0.044205495 -0.047378509
## demo$gender4 0.015263984 0.022253986 0.022253986 0.025004798 0.022253986
## 81 82 83 84 85
## (Intercept) 0.068655105 0.068655105 0.054503458 0.04354473 0.090731777
## demo$gender1 -0.004541140 -0.004541140 0.006964334 0.03219317 0.014356078
## demo$gender2 0.007411678 0.007411678 0.017011156 0.02867357 0.008755004
## demo$gender3 -0.047378509 -0.047378509 -0.054503458 0.02622271 0.004506318
## demo$gender4 0.022253986 0.022253986 0.015263984 -0.04354473 -0.013808700
## 86 87 88 89 90
## (Intercept) 0.054503458 0.087439613 0.04354473 0.0456672504 0.08957751
## demo$gender1 0.006964334 -0.006152701 0.03219317 0.0205748363 0.02592899
## demo$gender2 0.017011156 0.004582650 0.02867357 0.0221918815 0.01558916
## demo$gender3 -0.054503458 -0.045772946 0.02622271 -0.0002127049 0.03237371
## demo$gender4 0.015263984 0.023671498 -0.04354473 -0.0212770065 -0.03694593
## 91 92 93 94 95
## (Intercept) 0.073756615 0.114888606 0.054503458 0.131451402 0.04354473
## demo$gender1 0.005573718 0.023024266 0.006964334 0.011580961 0.03219317
## demo$gender2 0.012601349 0.009479391 0.017011156 0.001515223 0.02867357
## demo$gender3 -0.052480019 0.035111394 -0.054503458 0.039280305 0.02622271
## demo$gender4 0.017152476 -0.033807525 0.015263984 -0.026188245 -0.04354473
## 96 97 98 99 100
## (Intercept) 0.04354473 0.068655105 0.0456672504 0.04354473 0.143455759
## demo$gender1 0.03219317 -0.004541140 0.0205748363 0.03219317 0.021113835
## demo$gender2 0.02867357 0.007411678 0.0221918815 0.02867357 0.007544042
## demo$gender3 0.02622271 -0.047378509 -0.0002127049 0.02622271 0.036031420
## demo$gender4 -0.04354473 0.022253986 -0.0212770065 -0.04354473 -0.032344648
## 101 102 103 104 105
## (Intercept) 0.139860576 0.068655105 0.068127323 0.06551774 0.062643124
## demo$gender1 -0.008967095 -0.004541140 0.017825435 0.02909330 0.010481769
## demo$gender2 -0.002823728 0.007411678 0.016789092 0.02093977 0.015542840
## demo$gender3 -0.041821360 -0.047378509 0.001640119 0.02972036 0.004023543
## demo$gender4 0.026806091 0.022253986 -0.018127323 -0.03987671 -0.015024076
## 106 107 108 109 110
## (Intercept) 0.052769473 0.049550982 0.092435022 0.065448400 0.06719053
## demo$gender1 0.017737468 0.011732431 0.003752143 0.003547061 0.01728539
## demo$gender2 0.023110635 0.019460199 0.009664034 0.009784993 0.01451876
## demo$gender3 -0.030547251 -0.027328760 -0.050768356 -0.021970139 0.00257691
## demo$gender4 -0.005150426 -0.001931935 0.018676089 0.004319042 -0.01719053
## 111 112 113 114 115
## (Intercept) 0.04354473 0.062643124 0.04354473 0.068655105 0.06647348
## demo$gender1 0.03219317 0.010481769 0.03219317 -0.004541140 0.02921349
## demo$gender2 0.02867357 0.015542840 0.02867357 0.007411678 0.02368679
## demo$gender3 0.02622271 0.004023543 0.02622271 -0.047378509 0.02876462
## demo$gender4 -0.04354473 -0.015024076 -0.04354473 0.022253986 -0.04083245
## 116 117 118 119 120
## (Intercept) 0.04354473 0.054503458 0.0641634494 0.054503458 0.060739400
## demo$gender1 0.03219317 0.006964334 -0.0001325467 0.006964334 0.008240711
## demo$gender2 0.02867357 0.017011156 0.0096097503 0.017011156 0.012072726
## demo$gender3 0.02622271 -0.054503458 -0.0206851885 -0.054503458 0.005927267
## demo$gender4 -0.04354473 0.015263984 0.0056039925 0.015263984 -0.013120352
## 121 122 123 124 125
## (Intercept) 0.068655105 0.04354473 0.068655105 0.04354473 0.050865749
## demo$gender1 -0.004541140 0.03219317 -0.004541140 0.03219317 0.015496409
## demo$gender2 0.007411678 0.02867357 0.007411678 0.02867357 0.019640522
## demo$gender3 -0.047378509 0.02622271 -0.047378509 0.02622271 -0.028643527
## demo$gender4 0.022253986 -0.04354473 0.022253986 -0.04354473 -0.003246702
## 126 127 128 129 130
## (Intercept) 0.09292546 0.105429985 0.06647348 0.11654887 0.04354473
## demo$gender1 0.02850132 -0.007033946 0.02921349 0.02520631 0.03219317
## demo$gender2 0.02306069 0.001229846 0.02368679 0.01227815 0.02867357
## demo$gender3 0.02902576 -0.044205495 0.02876462 0.03345113 0.02622271
## demo$gender4 -0.04029388 0.025004798 -0.04083245 -0.03546779 -0.04354473
## 131 132 133 134 135
## (Intercept) 0.2767263461 0.04354473 0.085021690 0.04354473 0.068655105
## demo$gender1 0.0161501114 0.03219317 0.001900045 0.03219317 -0.004541140
## demo$gender2 -0.0002567875 0.02867357 0.007517057 0.02867357 0.007411678
## demo$gender3 0.0375593682 0.02622271 -0.021191903 0.02622271 -0.047378509
## demo$gender4 -0.0267263461 -0.04354473 0.005887400 -0.04354473 0.022253986
## 136 137 138 139 140
## (Intercept) 0.049550982 0.068655105 0.054503458 0.07402896 0.068655105
## demo$gender1 0.011732431 -0.004541140 0.006964334 0.00506703 -0.004541140
## demo$gender2 0.019460199 0.007411678 0.017011156 0.01392506 0.007411678
## demo$gender3 -0.027328760 -0.047378509 -0.054503458 -0.05275236 -0.047378509
## demo$gender4 -0.001931935 0.022253986 0.015263984 0.01688014 0.022253986
## 141 142 143 144 145
## (Intercept) 0.09292546 0.054503458 0.068655105 0.060739400 0.068127323
## demo$gender1 0.02850132 0.006964334 -0.004541140 0.008240711 0.017825435
## demo$gender2 0.02306069 0.017011156 0.007411678 0.012072726 0.016789092
## demo$gender3 0.02902576 -0.054503458 -0.047378509 0.005927267 0.001640119
## demo$gender4 -0.04029388 0.015263984 0.022253986 -0.013120352 -0.018127323
## 146 147 148 149 150
## (Intercept) 0.083041159 0.049550982 0.068655105 0.0456672504 0.06551774
## demo$gender1 0.005284639 0.011732431 -0.004541140 0.0205748363 0.02909330
## demo$gender2 0.006588283 0.019460199 0.007411678 0.0221918815 0.02093977
## demo$gender3 0.007867932 -0.027328760 -0.047378509 -0.0002127049 0.02972036
## demo$gender4 -0.009870427 -0.001931935 0.022253986 -0.0212770065 -0.03987671
## 151 152 153 154 155
## (Intercept) 0.065448400 0.068655105 0.076171987 0.09217573 0.054503458
## demo$gender1 0.003547061 -0.004541140 0.003644477 0.02818384 0.006964334
## demo$gender2 0.009784993 0.007411678 0.012173071 0.02112899 0.017011156
## demo$gender3 -0.021970139 -0.047378509 -0.053949764 0.02977548 -0.054503458
## demo$gender4 0.004319042 0.022253986 0.019066109 -0.03954416 0.015263984
## 156 157 158 159 160
## (Intercept) 0.068655105 0.068655105 0.05905915 0.11675074 0.104766362
## demo$gender1 -0.004541140 -0.004541140 0.01930096 0.02463350 0.013033274
## demo$gender2 0.007411678 0.007411678 0.01818691 0.01345655 0.004562515
## demo$gender3 -0.047378509 -0.047378509 0.03184994 0.03324926 0.038090781
## demo$gender4 0.022253986 0.022253986 -0.03466890 -0.03566966 -0.027843285
## 161 162 163 164 165
## (Intercept) 0.049550982 0.04354473 0.0641634494 0.093762838 0.068655105
## demo$gender1 0.011732431 0.03219317 -0.0001325467 0.004843445 -0.004541140
## demo$gender2 0.019460199 0.02867357 0.0096097503 0.006677627 0.007411678
## demo$gender3 -0.027328760 0.02622271 -0.0206851885 -0.023995396 -0.047378509
## demo$gender4 -0.001931935 -0.04354473 0.0056039925 0.006237162 0.022253986
## 166 167 168 169 170
## (Intercept) 0.054503458 0.060739400 0.04354473 0.076171987 0.076171987
## demo$gender1 0.006964334 0.008240711 0.03219317 0.003644477 0.003644477
## demo$gender2 0.017011156 0.012072726 0.02867357 0.012173071 0.012173071
## demo$gender3 -0.054503458 0.005927267 0.02622271 -0.053949764 -0.053949764
## demo$gender4 0.015263984 -0.013120352 -0.04354473 0.019066109 0.019066109
## 171 172 173 174 175
## (Intercept) 0.068655105 0.07402896 0.054503458 0.047616179 0.068120697
## demo$gender1 -0.004541140 0.00506703 0.006964334 0.022870442 0.017398337
## demo$gender2 0.007411678 0.01392506 0.017011156 0.025743061 0.017196312
## demo$gender3 -0.047378509 -0.05275236 -0.054503458 -0.002161633 0.001646745
## demo$gender4 0.022253986 0.01688014 0.015263984 -0.023225935 -0.018120697
## 176 177 178 179 180
## (Intercept) 0.049550982 0.0691868680 0.050865749 0.143248035 0.054503458
## demo$gender1 0.011732431 0.0196382760 0.015496409 0.021705131 0.006964334
## demo$gender2 0.019460199 0.0181548862 0.019640522 0.006329571 0.017011156
## demo$gender3 -0.027328760 0.0005805739 -0.028643527 0.036239145 -0.054503458
## demo$gender4 -0.001931935 -0.0191868680 -0.003246702 -0.032136924 0.015263984
## 181 182 183 184 185
## (Intercept) 0.04354473 0.143248035 0.068120697 0.0641634494 0.068655105
## demo$gender1 0.03219317 0.021705131 0.017398337 -0.0001325467 -0.004541140
## demo$gender2 0.02867357 0.006329571 0.017196312 0.0096097503 0.007411678
## demo$gender3 0.02622271 0.036239145 0.001646745 -0.0206851885 -0.047378509
## demo$gender4 -0.04354473 -0.032136924 -0.018120697 0.0056039925 0.022253986
## 186 187 188 189 190
## (Intercept) 0.068655105 0.0456672504 0.122660049 0.0701170337 0.068655105
## demo$gender1 -0.004541140 0.0205748363 -0.008518792 0.0197512203 -0.004541140
## demo$gender2 0.007411678 0.0221918815 -0.001373400 0.0208324388 0.007411678
## demo$gender3 -0.047378509 -0.0002127049 -0.042660049 -0.0003495918 -0.047378509
## demo$gender4 0.022253986 -0.0212770065 0.026276121 -0.0201170337 0.022253986
## 191 192 193 194 195
## (Intercept) 0.049550982 0.14595633 0.06647954 0.060739400 0.0456672504
## demo$gender1 0.011732431 0.02323519 0.02964888 0.008240711 0.0205748363
## demo$gender2 0.019460199 0.01292439 0.02326959 0.012072726 0.0221918815
## demo$gender3 -0.027328760 0.03353085 0.02875855 0.005927267 -0.0002127049
## demo$gender4 -0.001931935 -0.03484522 -0.04083851 -0.013120352 -0.0212770065
## 196 197 198 199 200
## (Intercept) 0.04354473 0.052769473 0.04354473 0.09282371 0.06647954
## demo$gender1 0.03219317 0.017737468 0.03219317 0.02893743 0.02964888
## demo$gender2 0.02867357 0.023110635 0.02867357 0.02231931 0.02326959
## demo$gender3 0.02622271 -0.030547251 0.02622271 0.02912751 0.02875855
## demo$gender4 -0.04354473 -0.005150426 -0.04354473 -0.04019213 -0.04083851
## 201 202 203 204 205
## (Intercept) 0.054503458 0.054503458 0.04354473 0.139860576 0.1031987637
## demo$gender1 0.006964334 0.006964334 0.03219317 -0.008967095 0.0006498196
## demo$gender2 0.017011156 0.017011156 0.02867357 -0.002823728 0.0033909160
## demo$gender3 -0.054503458 -0.054503458 0.02622271 -0.041821360 -0.0198654304
## demo$gender4 0.015263984 0.015263984 -0.04354473 0.026806091 0.0079123474
## 206 207 208 209 210
## (Intercept) 0.04354473 0.054503458 0.068655105 0.068655105 0.06647348
## demo$gender1 0.03219317 0.006964334 -0.004541140 -0.004541140 0.02921349
## demo$gender2 0.02867357 0.017011156 0.007411678 0.007411678 0.02368679
## demo$gender3 0.02622271 -0.054503458 -0.047378509 -0.047378509 0.02876462
## demo$gender4 -0.04354473 0.015263984 0.022253986 0.022253986 -0.04083245
## 211 212 213 214 215
## (Intercept) 0.050865749 0.054503458 0.06647348 0.04354473 0.054503458
## demo$gender1 0.015496409 0.006964334 0.02921349 0.03219317 0.006964334
## demo$gender2 0.019640522 0.017011156 0.02368679 0.02867357 0.017011156
## demo$gender3 -0.028643527 -0.054503458 0.02876462 0.02622271 -0.054503458
## demo$gender4 -0.003246702 0.015263984 -0.04083245 -0.04354473 0.015263984
## 216 217 218 219 220
## (Intercept) 0.062643124 0.14595633 0.0945359375 0.122660049 0.068655105
## demo$gender1 0.010481769 0.02323519 0.0178689013 -0.008518792 -0.004541140
## demo$gender2 0.015542840 0.01292439 0.0166546621 -0.001373400 0.007411678
## demo$gender3 0.004023543 0.03353085 0.0007021577 -0.042660049 -0.047378509
## demo$gender4 -0.015024076 -0.03484522 -0.0176128606 0.026276121 0.022253986
## 221 222 223 224 225
## (Intercept) 0.14516338 0.082128110 0.047616179 0.054503458 0.105478835
## demo$gender1 0.02335409 0.004759298 0.022870442 0.006964334 0.001619745
## demo$gender2 0.01042666 0.004374479 0.025743061 0.017011156 -0.001462309
## demo$gender3 0.03432380 0.008780981 -0.002161633 -0.054503458 0.010800234
## demo$gender4 -0.03405227 -0.008957379 -0.023225935 0.015263984 -0.005478835
## 226 227 228 229 230
## (Intercept) 0.047616179 0.054503458 0.06551774 0.08958294 0.04354473
## demo$gender1 0.022870442 0.006964334 0.02909330 0.02637295 0.03219317
## demo$gender2 0.025743061 0.017011156 0.02093977 0.01516149 0.02867357
## demo$gender3 -0.002161633 -0.054503458 0.02972036 0.03236828 0.02622271
## demo$gender4 -0.023225935 0.015263984 -0.03987671 -0.03695136 -0.04354473
## 231 232 233 234 235
## (Intercept) 0.068655105 0.131647727 0.060739400 0.08957751 0.068655105
## demo$gender1 -0.004541140 0.011025514 0.008240711 0.02592899 -0.004541140
## demo$gender2 0.007411678 0.002659643 0.012072726 0.01558916 0.007411678
## demo$gender3 -0.047378509 0.039083980 0.005927267 0.03237371 -0.047378509
## demo$gender4 0.022253986 -0.026384569 -0.013120352 -0.03694593 0.022253986
## 236 237 238 239 240
## (Intercept) 0.143248035 0.122660049 0.060739400 0.090731777 0.08958294
## demo$gender1 0.021705131 -0.008518792 0.008240711 0.014356078 0.02637295
## demo$gender2 0.006329571 -0.001373400 0.012072726 0.008755004 0.01516149
## demo$gender3 0.036239145 -0.042660049 0.005927267 0.004506318 0.03236828
## demo$gender4 -0.032136924 0.026276121 -0.013120352 -0.013808700 -0.03695136
## 241 242 243 244 245
## (Intercept) 0.04354473 0.04354473 0.139860576 0.049550982 0.145647519
## demo$gender1 0.03219317 0.03219317 -0.008967095 0.011732431 0.011145248
## demo$gender2 0.02867357 0.02867357 -0.002823728 0.019460199 0.005527040
## demo$gender3 0.02622271 0.02622271 -0.041821360 -0.027328760 0.004352481
## demo$gender4 -0.04354473 -0.04354473 0.026806091 -0.001931935 -0.010512384
## 246 247 248 249 250
## (Intercept) 0.0456672504 0.052769473 0.087439613 0.054503458 0.068655105
## demo$gender1 0.0205748363 0.017737468 -0.006152701 0.006964334 -0.004541140
## demo$gender2 0.0221918815 0.023110635 0.004582650 0.017011156 0.007411678
## demo$gender3 -0.0002127049 -0.030547251 -0.045772946 -0.054503458 -0.047378509
## demo$gender4 -0.0212770065 -0.005150426 0.023671498 0.015263984 0.022253986
## 251 252 253 254 255
## (Intercept) 0.1230842535 0.068655105 0.048962180 0.139860576 0.068127323
## demo$gender1 -0.0076954905 -0.004541140 0.026722755 -0.008967095 0.017825435
## demo$gender2 -0.0009240895 0.007411678 0.025928752 -0.002823728 0.016789092
## demo$gender3 -0.0430842535 -0.047378509 -0.003507635 -0.041821360 0.001640119
## demo$gender4 0.0258519167 0.022253986 -0.024571936 0.026806091 -0.018127323
## 256 257 258 259 260
## (Intercept) 0.3159893996 0.068655105 0.08089624 0.04354473 0.068655105
## demo$gender1 0.0151192674 -0.004541140 0.01598748 0.03219317 -0.004541140
## demo$gender2 -0.0007374063 0.007411678 0.01042217 0.02867357 0.007411678
## demo$gender3 0.0369517769 -0.047378509 0.03538283 0.02622271 -0.047378509
## demo$gender4 -0.0256668190 0.022253986 -0.03089624 -0.04354473 0.022253986
## 261 262 263 264 265
## (Intercept) 0.0641634494 0.06551774 0.08958294 0.10104406 0.10104406
## demo$gender1 -0.0001325467 0.02909330 0.02637295 0.00240936 0.00240936
## demo$gender2 0.0096097503 0.02093977 0.01516149 0.01136582 0.01136582
## demo$gender3 -0.0206851885 0.02972036 0.03236828 -0.05558951 -0.05558951
## demo$gender4 0.0056039925 -0.03987671 -0.03695136 0.02090716 0.02090716
## 266 267 268 269 270
## (Intercept) 0.068655105 0.049550982 0.068655105 0.0729441910 0.047616179
## demo$gender1 -0.004541140 0.011732431 -0.004541140 0.0127064376 0.022870442
## demo$gender2 0.007411678 0.019460199 0.007411678 0.0143301267 0.025743061
## demo$gender3 -0.047378509 -0.027328760 -0.047378509 -0.0274896456 -0.002161633
## demo$gender4 0.022253986 -0.001931935 0.022253986 0.0002265407 -0.023225935
## 271 272 273 274 275
## (Intercept) 0.049550982 0.11675074 0.1233489745 0.04354473 0.08957751
## demo$gender1 0.011732431 0.02463350 -0.0075273520 0.03219317 0.02592899
## demo$gender2 0.019460199 0.01345655 -0.0002980648 0.02867357 0.01558916
## demo$gender3 -0.027328760 0.03324926 -0.0433489745 0.02622271 0.03237371
## demo$gender4 -0.001931935 -0.03566966 0.0255871957 -0.04354473 -0.03694593
## 276 277 278 279 280
## (Intercept) 0.105862294 0.09282371 0.08957751 0.06719053 0.06551774
## demo$gender1 -0.006194815 0.02893743 0.02592899 0.01728539 0.02909330
## demo$gender2 0.001687641 0.02231931 0.01558916 0.01451876 0.02093977
## demo$gender3 -0.044637804 0.02912751 0.03237371 0.00257691 0.02972036
## demo$gender4 0.024572489 -0.04019213 -0.03694593 -0.01719053 -0.03987671
## 281 282 283 284 285
## (Intercept) 0.068655105 0.068655105 0.04354473 0.11674602 0.049550982
## demo$gender1 -0.004541140 -0.004541140 0.03219317 0.02418067 0.011732431
## demo$gender2 0.007411678 0.007411678 0.02867357 0.01389523 0.019460199
## demo$gender3 -0.047378509 -0.047378509 0.02622271 0.03325398 -0.027328760
## demo$gender4 0.022253986 0.022253986 -0.04354473 -0.03566494 -0.001931935
## 286 287 288 289 290
## (Intercept) 0.122660049 0.068127323 0.105691685 0.1051600824 0.0641634494
## demo$gender1 -0.008518792 0.017825435 -0.007520483 -0.0072055423 -0.0001325467
## demo$gender2 -0.001373400 0.016789092 0.002501482 0.0005917345 0.0096097503
## demo$gender3 -0.042660049 0.001640119 -0.044467195 -0.0439355926 -0.0206851885
## demo$gender4 0.026276121 -0.018127323 0.024743098 0.0252747002 0.0056039925
## 291 292 293 294 295
## (Intercept) 0.068655105 9.530059e-02 0.060739400 0.0641634494 0.06551774
## demo$gender1 -0.004541140 1.852819e-02 0.008240711 -0.0001325467 0.02909330
## demo$gender2 0.007411678 1.828934e-02 0.012072726 0.0096097503 0.02093977
## demo$gender3 -0.047378509 -6.249909e-05 0.005927267 -0.0206851885 0.02972036
## demo$gender4 0.022253986 -1.837752e-02 -0.013120352 0.0056039925 -0.03987671
## 296 297 298 299 300
## (Intercept) 0.049550982 0.068655105 0.04354473 0.088155633 0.068655105
## demo$gender1 0.011732431 -0.004541140 0.03219317 -0.005121921 -0.004541140
## demo$gender2 0.019460199 0.007411678 0.02867357 0.005699931 0.007411678
## demo$gender3 -0.027328760 -0.047378509 0.02622271 -0.046488966 -0.047378509
## demo$gender4 -0.001931935 0.022253986 -0.04354473 0.022955478 0.022253986
## 301 302 303 304 305
## (Intercept) 0.050865749 0.1051600824 0.0943448558 0.068655105 0.049550982
## demo$gender1 0.015496409 -0.0072055423 0.0184079985 -0.004541140 0.011732431
## demo$gender2 0.019640522 0.0005917345 0.0155423198 0.007411678 0.019460199
## demo$gender3 -0.028643527 -0.0439355926 0.0008932394 -0.047378509 -0.027328760
## demo$gender4 -0.003246702 0.0252747002 -0.0174217789 0.022253986 -0.001931935
## 306 307 308 309 310
## (Intercept) 0.054503458 0.14700330 0.208469917 0.068655105 0.049550982
## demo$gender1 0.006964334 0.02481155 0.009226423 -0.004541140 0.011732431
## demo$gender2 0.017011156 0.01448895 0.005657013 0.007411678 0.019460199
## demo$gender3 -0.054503458 0.03248388 0.002056398 -0.047378509 -0.027328760
## demo$gender4 0.015263984 -0.03589219 -0.008469917 0.022253986 -0.001931935
## 311 312
## (Intercept) 0.087172699 0.068655105
## demo$gender1 -0.005656292 -0.004541140
## demo$gender2 0.003285500 0.007411678
## demo$gender3 -0.045506032 -0.047378509
## demo$gender4 0.023938412 0.022253986
##
## $f.perms
## [,1]
## [1,] 1.7703848
## [2,] 0.9109679
## [3,] 1.0615230
## [4,] 0.2523999
## [5,] 1.3908129
## [6,] 0.9321554
## [7,] 1.0547783
## [8,] 0.3012897
## [9,] 0.6212808
## [10,] 0.4213109
## [11,] 0.5126799
## [12,] 0.7788800
## [13,] 0.6716213
## [14,] 0.2295480
## [15,] 0.4688224
## [16,] 0.2712570
## [17,] 0.5915730
## [18,] 0.3270008
## [19,] 0.3610398
## [20,] 0.8812227
## [21,] 0.5349256
## [22,] 0.3803988
## [23,] 0.3649987
## [24,] 0.3113847
## [25,] 0.4927208
## [26,] 0.6143037
## [27,] 0.7080405
## [28,] 1.2278587
## [29,] 0.7632853
## [30,] 0.2340081
## [31,] 0.7912305
## [32,] 1.0359002
## [33,] 0.7641483
## [34,] 1.9295497
## [35,] 0.4598569
## [36,] 0.8130561
## [37,] 1.2224293
## [38,] 0.3956698
## [39,] 0.2249815
## [40,] 0.4333007
## [41,] 0.3752255
## [42,] 0.3823376
## [43,] 0.5699470
## [44,] 0.4258752
## [45,] 0.3825444
## [46,] 1.0633146
## [47,] 0.4663080
## [48,] 0.3138205
## [49,] 0.6309269
## [50,] 0.3525709
## [51,] 0.3590449
## [52,] 0.6795117
## [53,] 0.3003319
## [54,] 0.5899774
## [55,] 0.4988593
## [56,] 0.5418248
## [57,] 0.8818164
## [58,] 0.4490628
## [59,] 0.6098075
## [60,] 0.5717071
## [61,] 0.4654682
## [62,] 0.4439444
## [63,] 0.5473894
## [64,] 0.6760309
## [65,] 0.7512263
## [66,] 0.9100534
## [67,] 0.3919520
## [68,] 1.2587504
## [69,] 0.5222478
## [70,] 1.7723624
## [71,] 0.5662011
## [72,] 0.3551228
## [73,] 0.5222132
## [74,] 0.2612283
## [75,] 0.3085243
## [76,] 0.4505183
## [77,] 1.0171854
## [78,] 0.2112877
## [79,] 0.2624111
## [80,] 0.8886619
## [81,] 1.3550321
## [82,] 1.6345922
## [83,] 0.2785429
## [84,] 1.0858720
## [85,] 0.6243683
## [86,] 0.3286452
## [87,] 3.3102851
## [88,] 1.7476457
## [89,] 0.6834531
## [90,] 0.4510720
## [91,] 0.9463652
## [92,] 0.8886339
## [93,] 0.5195329
## [94,] 1.7057103
## [95,] 0.5952402
## [96,] 1.0631565
## [97,] 0.6366305
## [98,] 0.6748384
## [99,] 0.5552289
## [100,] 0.5366215
## [101,] 3.1378402
## [102,] 2.5551992
## [103,] 1.0260378
## [104,] 0.6045522
## [105,] 0.7108410
## [106,] 1.5844447
## [107,] 0.5734968
## [108,] 0.5719792
## [109,] 1.0032812
## [110,] 0.3142898
## [111,] 1.0320912
## [112,] 0.4570395
## [113,] 0.5856664
## [114,] 0.2144727
## [115,] 0.8227926
## [116,] 1.4129445
## [117,] 0.4652461
## [118,] 0.3716621
## [119,] 0.3516556
## [120,] 1.8535841
## [121,] 0.6413692
## [122,] 0.7194518
## [123,] 0.9146075
## [124,] 0.2056725
## [125,] 0.4843707
## [126,] 2.5578882
## [127,] 0.3588393
## [128,] 1.1963772
## [129,] 2.5519762
## [130,] 0.4433393
## [131,] 0.9082604
## [132,] 0.7336954
## [133,] 1.6503891
## [134,] 0.6722962
## [135,] 0.5448781
## [136,] 0.1653209
## [137,] 0.6849711
## [138,] 0.5994023
## [139,] 0.5023324
## [140,] 0.8174218
## [141,] 0.4751006
## [142,] 0.6762659
## [143,] 0.5210247
## [144,] 0.6581901
## [145,] 0.2333774
## [146,] 0.8583467
## [147,] 0.4734953
## [148,] 0.5504651
## [149,] 0.7670365
## [150,] 0.9261674
## [151,] 0.8250361
## [152,] 0.3502664
## [153,] 0.9755133
## [154,] 0.5235875
## [155,] 1.1921275
## [156,] 1.4992933
## [157,] 0.4588037
## [158,] 0.7883791
## [159,] 1.5225940
## [160,] 0.6537702
## [161,] 0.7370591
## [162,] 0.5147393
## [163,] 0.2808316
## [164,] 0.4837482
## [165,] 0.3240934
## [166,] 0.7446503
## [167,] 0.7286010
## [168,] 0.2491104
## [169,] 0.8790953
## [170,] 0.4092621
## [171,] 0.8678908
## [172,] 0.9735732
## [173,] 44.6984923
## [174,] 0.3849105
## [175,] 0.1691503
## [176,] 0.4426996
## [177,] 1.8608871
## [178,] 0.5974673
## [179,] 0.3954802
## [180,] 0.5327065
## [181,] 0.7875890
## [182,] 0.4327288
## [183,] 0.6198616
## [184,] 0.6915410
## [185,] 0.3621978
## [186,] 2.1320503
## [187,] 0.7058336
## [188,] 0.4332800
## [189,] 0.8355083
## [190,] 0.4998558
## [191,] 0.9383510
## [192,] 0.5607654
## [193,] 0.6629890
## [194,] 0.4829203
## [195,] 1.4790700
## [196,] 0.6915936
## [197,] 0.4690980
## [198,] 0.5787053
## [199,] 0.3661307
## [200,] 0.9553230
## [201,] 0.7368813
## [202,] 0.4140058
## [203,] 0.4083202
## [204,] 0.3640828
## [205,] 1.0647890
## [206,] 0.3695715
## [207,] 0.5856109
## [208,] 0.7437802
## [209,] 0.3558592
## [210,] 0.2562106
## [211,] 0.9940657
## [212,] 0.6010866
## [213,] 0.9261682
## [214,] 0.5409518
## [215,] 0.3628077
## [216,] 0.4022099
## [217,] 0.6569608
## [218,] 0.3939291
## [219,] 0.7302573
## [220,] 0.4783781
## [221,] 0.4265600
## [222,] 0.9258236
## [223,] 0.3566384
## [224,] 0.9617480
## [225,] 0.6429310
## [226,] 0.9162687
## [227,] 1.1048141
## [228,] 1.9895327
## [229,] 1.1886228
## [230,] 0.9122399
## [231,] 0.3618894
## [232,] 1.0496048
## [233,] 0.5155786
## [234,] 0.6973763
## [235,] 0.6699401
## [236,] 0.9399165
## [237,] 0.5420875
## [238,] 1.2273238
## [239,] 3.6716652
## [240,] 3.3758536
## [241,] 0.9771896
## [242,] 0.3912724
## [243,] 0.4691183
## [244,] 0.4490424
## [245,] 0.5047234
## [246,] 0.6862405
## [247,] 0.4203931
## [248,] 0.3809100
## [249,] 0.3410514
## [250,] 0.4055796
## [251,] 0.2532576
## [252,] 0.7178346
## [253,] 2.4855422
## [254,] 0.5953180
## [255,] 0.3182578
## [256,] 1.0162196
## [257,] 0.8978178
## [258,] 0.9262827
## [259,] 0.8722273
## [260,] 0.6613386
## [261,] 0.5032345
## [262,] 0.4395823
## [263,] 0.5485958
## [264,] 0.1449832
## [265,] 0.7365027
## [266,] 0.8336016
## [267,] 0.7053736
## [268,] 0.9236031
## [269,] 0.2197206
## [270,] 0.3057218
## [271,] 0.9007999
## [272,] 0.6906150
## [273,] 0.4854851
## [274,] 0.7624970
## [275,] 0.3786824
## [276,] 1.1417578
## [277,] 0.7786558
## [278,] 0.8400130
## [279,] 0.7426444
## [280,] 0.4281334
## [281,] 0.9166142
## [282,] 0.6805373
## [283,] 0.8864301
## [284,] 0.4480619
## [285,] 0.3084156
## [286,] 1.6629127
## [287,] 1.2567531
## [288,] 0.4054320
## [289,] 1.2505506
## [290,] 1.0266562
## [291,] 0.5086308
## [292,] 1.7729119
## [293,] 0.6890839
## [294,] 0.3855606
## [295,] 1.7554407
## [296,] 0.6076620
## [297,] 1.0926393
## [298,] 0.4060944
## [299,] 2.6114867
## [300,] 0.5905830
## [301,] 0.7132324
## [302,] 44.7676474
## [303,] 0.3515072
## [304,] 3.9428796
## [305,] 3.6251696
## [306,] 1.3217142
## [307,] 0.8839672
## [308,] 0.3191895
## [309,] 0.3363151
## [310,] 1.0564771
## [311,] 0.6951737
## [312,] 0.3462371
## [313,] 0.8233809
## [314,] 0.5999759
## [315,] 2.0513366
## [316,] 3.6450652
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## [986,] 2.0319154
## [987,] 0.4042129
## [988,] 2.4143943
## [989,] 0.7306540
## [990,] 0.7073831
## [991,] 2.8387882
## [992,] 0.4217208
## [993,] 0.5589832
## [994,] 0.3115806
## [995,] 0.5444215
## [996,] 0.5578469
## [997,] 0.6041900
## [998,] 44.2527294
## [999,] 0.5096681
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
## 6 1 1 0 0 0
## 7 1 0 1 0 0
## 8 1 1 0 0 0
## 9 1 1 0 0 0
## 10 1 0 1 0 0
## 11 1 1 0 0 0
## 12 1 1 0 0 0
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 1 0 0 0
## 16 1 1 0 0 0
## 17 1 1 0 0 0
## 18 1 0 1 0 0
## 19 1 0 1 0 0
## 20 1 1 0 0 0
## 21 1 1 0 0 0
## 22 1 1 0 0 0
## 23 1 0 1 0 0
## 24 1 0 1 0 0
## 25 1 1 0 0 0
## 26 1 1 0 0 0
## 27 1 0 1 0 0
## 28 1 1 0 0 0
## 29 1 1 0 0 0
## 30 1 1 0 0 0
## 31 1 1 0 0 0
## 32 1 0 1 0 0
## 33 1 1 0 0 0
## 34 1 0 1 0 0
## 35 1 1 0 0 0
## 36 1 1 0 0 0
## 37 1 0 1 0 0
## 38 1 1 0 0 0
## 39 1 0 1 0 0
## 40 1 1 0 0 0
## 41 1 1 0 0 0
## 42 1 1 0 0 0
## 43 1 1 0 0 0
## 44 1 0 1 0 0
## 45 1 1 0 0 0
## 46 1 0 1 0 0
## 47 1 1 0 0 0
## 48 1 0 1 0 0
## 49 1 1 0 0 0
## 50 1 0 1 0 0
## 51 1 1 0 0 0
## 52 1 1 0 0 0
## 53 1 1 0 0 0
## 54 1 1 0 0 0
## 55 1 1 0 0 0
## 56 1 1 0 0 0
## 57 1 1 0 0 0
## 58 1 0 1 0 0
## 59 1 1 0 0 0
## 60 1 1 0 0 0
## 61 1 0 1 0 0
## 62 1 0 1 0 0
## 63 1 0 1 0 0
## 64 1 1 0 0 0
## 65 1 0 1 0 0
## 66 1 1 0 0 0
## 67 1 0 1 0 0
## 68 1 0 1 0 0
## 69 1 0 1 0 0
## 70 1 1 0 0 0
## 71 1 1 0 0 0
## 72 1 0 1 0 0
## 73 1 0 1 0 0
## 74 1 0 1 0 0
## 75 1 0 1 0 0
## 76 1 0 1 0 0
## 77 1 0 1 0 0
## 78 1 0 1 0 0
## 79 1 0 1 0 0
## 80 1 1 0 0 0
## 81 1 1 0 0 0
## 82 1 0 1 0 0
## 83 1 0 1 0 0
## 84 1 0 1 0 0
## 85 1 1 0 0 0
## 86 1 1 0 0 0
## 87 1 0 1 0 0
## 88 1 0 1 0 0
## 89 1 0 1 0 0
## 90 1 0 1 0 0
## 91 1 0 1 0 0
## 92 1 0 1 0 0
## 93 1 0 1 0 0
## 94 1 0 1 0 0
## 95 1 0 1 0 0
## 96 1 0 1 0 0
## 97 1 1 0 0 0
## 98 1 0 1 0 0
## 99 1 1 0 0 0
## 100 1 0 1 0 0
## 101 1 0 1 0 0
## 102 1 1 0 0 0
## 103 1 0 1 0 0
## 104 1 0 1 0 0
## 105 1 1 0 0 0
## 106 1 1 0 0 0
## 107 1 1 0 0 0
## 108 1 1 0 0 0
## 109 1 0 1 0 0
## 110 1 0 1 0 0
## 111 1 1 0 0 0
## 112 1 1 0 0 0
## 113 1 1 0 0 0
## 114 1 1 0 0 0
## 115 1 1 0 0 0
## 116 1 0 1 0 0
## 117 1 1 0 0 0
## 118 1 1 0 0 0
## 119 1 1 0 0 0
## 120 1 1 0 0 0
## 121 1 0 1 0 0
## 122 1 1 0 0 0
## 123 1 0 1 0 0
## 124 1 1 0 0 0
## 125 1 1 0 0 0
## 126 1 0 1 0 0
## 127 1 0 1 0 0
## 128 1 1 0 0 0
## 129 1 0 1 0 0
## 130 1 0 1 0 0
## 131 1 1 0 0 0
## 132 1 1 0 0 0
## 133 1 1 0 0 0
## 134 1 0 1 0 0
## 135 1 1 0 0 0
## 136 1 0 1 0 0
## 137 1 1 0 0 0
## 138 1 0 1 0 0
## 139 1 1 0 0 0
## 140 1 1 0 0 0
## 141 1 1 0 0 0
## 142 1 1 0 0 0
## 143 1 1 0 0 0
## 144 1 1 0 0 0
## 145 1 1 0 0 0
## 146 1 1 0 0 0
## 147 1 1 0 0 0
## 148 1 1 0 0 0
## 149 1 0 1 0 0
## 150 1 0 1 0 0
## 151 1 1 0 0 0
## 152 1 1 0 0 0
## 153 1 1 0 0 0
## 154 1 0 1 0 0
## 155 1 0 1 0 0
## 156 1 0 1 0 0
## 157 1 0 1 0 0
## 158 1 0 1 0 0
## 159 1 0 1 0 0
## 160 1 0 1 0 0
## 161 1 1 0 0 0
## 162 1 0 1 0 0
## 163 1 1 0 0 0
## 164 1 1 0 0 0
## 165 1 0 1 0 0
## 166 1 0 1 0 0
## 167 1 0 1 0 0
## 168 1 0 1 0 0
## 169 1 1 0 0 0
## 170 1 1 0 0 0
## 171 1 1 0 0 0
## 172 1 0 1 0 0
## 173 1 0 1 0 0
## 174 1 0 1 0 0
## 175 1 0 1 0 0
## 176 1 0 1 0 0
## 177 1 1 0 0 0
## 178 1 1 0 0 0
## 179 1 0 1 0 0
## 180 1 1 0 0 0
## 181 1 1 0 0 0
## 182 1 0 1 0 0
## 183 1 1 0 0 0
## 184 1 1 0 0 0
## 185 1 0 1 0 0
## 186 1 1 0 0 0
## 187 1 1 0 0 0
## 188 1 1 0 0 0
## 189 1 1 0 0 0
## 190 1 1 0 0 0
## 191 1 1 0 0 0
## 192 1 1 0 0 0
## 193 1 0 1 0 0
## 194 1 1 0 0 0
## 195 1 1 0 0 0
## 196 1 1 0 0 0
## 197 1 1 0 0 0
## 198 1 1 0 0 0
## 199 1 0 1 0 0
## 200 1 0 1 0 0
## 201 1 1 0 0 0
## 202 1 1 0 0 0
## 203 1 1 0 0 0
## 204 1 1 0 0 0
## 205 1 0 1 0 0
## 206 1 0 1 0 0
## 207 1 0 0 1 0
## 208 1 1 0 0 0
## 209 1 1 0 0 0
## 210 1 0 1 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
## 213 1 1 0 0 0
## 214 1 1 0 0 0
## 215 1 0 1 0 0
## 216 1 1 0 0 0
## 217 1 0 1 0 0
## 218 1 0 1 0 0
## 219 1 0 1 0 0
## 220 1 1 0 0 0
## 221 1 1 0 0 0
## 222 1 1 0 0 0
## 223 1 1 0 0 0
## 224 1 1 0 0 0
## 225 1 1 0 0 0
## 226 1 1 0 0 0
## 227 1 1 0 0 0
## 228 1 1 0 0 0
## 229 1 1 0 0 0
## 230 1 0 1 0 0
## 231 1 1 0 0 0
## 232 1 1 0 0 0
## 233 1 1 0 0 0
## 234 1 0 1 0 0
## 235 1 0 1 0 0
## 236 1 0 1 0 0
## 237 1 0 1 0 0
## 238 1 1 0 0 0
## 239 1 1 0 0 0
## 240 1 1 0 0 0
## 241 1 1 0 0 0
## 242 1 1 0 0 0
## 243 1 1 0 0 0
## 244 1 1 0 0 0
## 245 1 0 1 0 0
## 246 1 1 0 0 0
## 247 1 1 0 0 0
## 248 1 1 0 0 0
## 249 1 1 0 0 0
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 1 0 0
## 253 1 1 0 0 0
## 254 1 0 1 0 0
## 255 1 1 0 0 0
## 256 1 0 1 0 0
## 257 1 0 1 0 0
## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
## 262 1 0 1 0 0
## 263 1 0 1 0 0
## 264 1 1 0 0 0
## 265 1 1 0 0 0
## 266 1 1 0 0 0
## 267 1 1 0 0 0
## 268 1 1 0 0 0
## 269 1 1 0 0 0
## 270 1 1 0 0 0
## 271 1 0 1 0 0
## 272 1 1 0 0 0
## 273 1 1 0 0 0
## 274 1 0 1 0 0
## 275 1 0 1 0 0
## 276 1 0 1 0 0
## 277 1 0 1 0 0
## 278 1 0 1 0 0
## 279 1 1 0 0 0
## 280 1 1 0 0 0
## 281 1 1 0 0 0
## 282 1 0 1 0 0
## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
## 306 1 0 1 0 0
## 307 1 0 1 0 0
## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## per_comm_orient ~ demo$gender
## attr(,"variables")
## list(per_comm_orient, demo$gender)
## attr(,"factors")
## demo$gender
## per_comm_orient 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to gender.
Now, Competency in Science:
Well crap,
something is broke there. Let’s try running a different form of MDS,
giving us a similar analysis in a different way. We can interpret this
data similarly to how we did before:
And an Adonis
test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$gender 4 0.0142 0.0035596 0.24096 0.00313 0.922
## Residuals 307 4.5351 0.0147722 0.99687
## Total 311 4.5493 1.00000
##
## $call
## adonis(formula = sci_comm_orient ~ demo$gender)
##
## $coefficients
## sci_comm_orient1 sci_comm_orient2 sci_comm_orient3
## (Intercept) 5.04443198 5.1251813 5.1215988
## demo$gender1 0.06054040 0.1179126 0.1270200
## demo$gender2 0.07275552 0.2576312 0.2377762
## demo$gender3 0.95556802 -0.1251813 -0.1215988
## demo$gender4 -0.04443198 -0.1251813 -0.1215988
## sci_comm_orient4 sci_comm_orient_ave
## (Intercept) 5.28150898 5.14318025
## demo$gender1 -0.07708909 0.05709599
## demo$gender2 -0.07838398 0.12244475
## demo$gender3 0.71849102 0.35681975
## demo$gender4 -0.28150898 -0.14318025
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.0481919947 0.05877936 0.0481919947 0.261518063 0.0481919947
## demo$gender1 0.0412705502 0.04527750 0.0412705502 0.011273703 0.0412705502
## demo$gender2 0.0300453606 0.03224884 0.0300453606 0.003356387 0.0300453606
## demo$gender3 -0.0005729471 0.01439137 -0.0005729471 0.032599584 -0.0005729471
## demo$gender4 -0.0481919947 -0.03313834 -0.0481919947 -0.011518063 -0.0481919947
## 6 7 8 9 10
## (Intercept) 0.05414214 0.139921044 0.085650966 0.104328818 0.08857761
## demo$gender1 0.03605096 0.001955360 0.004808925 0.003642343 0.02838254
## demo$gender2 0.02872939 -0.007082257 0.001477552 -0.001960424 0.01638326
## demo$gender3 -0.03088632 -0.037880228 -0.042172705 -0.040499031 0.02361751
## demo$gender4 -0.02975189 0.009015126 0.005258125 0.006782293 -0.02191095
## 11 12 13 14 15
## (Intercept) 0.06813604 0.085650966 0.0481919947 0.0481919947 0.0601061778
## demo$gender1 0.03227666 0.004808925 0.0412705502 0.0412705502 0.0276679664
## demo$gender2 0.02077616 0.001477552 0.0300453606 0.0300453606 0.0177952069
## demo$gender3 0.01757824 -0.042172705 -0.0005729471 -0.0005729471 0.0003589384
## demo$gender4 -0.02813604 0.005258125 -0.0481919947 -0.0481919947 -0.0357159339
## 16 17 18 19 20
## (Intercept) 0.05877936 0.085650966 0.060191984 0.085650966 0.08173580
## demo$gender1 0.04527750 0.004808925 0.027984997 0.004808925 0.01979303
## demo$gender2 0.03224884 0.001477552 0.017735596 0.001477552 0.01153461
## demo$gender3 0.01439137 -0.042172705 0.000273132 -0.042172705 -0.02127068
## demo$gender4 -0.03313834 0.005258125 -0.035801740 0.005258125 -0.01832116
## 21 22 23 24 25
## (Intercept) 0.138996376 0.0481919947 0.08772536 0.06516778 0.0481919947
## demo$gender1 0.007209023 0.0412705502 0.02859988 0.02313792 0.0412705502
## demo$gender2 -0.005165092 0.0300453606 0.01360915 0.01521200 0.0300453606
## demo$gender3 -0.007081482 -0.0005729471 0.02446976 -0.02880414 -0.0005729471
## demo$gender4 0.007670291 -0.0481919947 -0.02105869 -0.01754873 -0.0481919947
## 26 27 28 29 30
## (Intercept) 0.998895028 0.0481919947 0.13152042 0.085650966 0.090676023
## demo$gender1 -0.004419890 0.0412705502 0.02773705 0.004808925 0.032209922
## demo$gender2 0.001104972 0.0300453606 0.01210409 0.001477552 0.016916298
## demo$gender3 0.001104972 -0.0005729471 0.02637431 -0.042172705 0.009323977
## demo$gender4 0.001104972 -0.0481919947 -0.02040931 0.005258125 -0.038044444
## 31 32 33 34 35
## (Intercept) 0.085650966 0.078426352 0.225860585 0.078426352 0.085650966
## demo$gender1 0.004808925 0.009830574 0.015503529 0.009830574 0.004808925
## demo$gender2 0.001477552 0.002665166 0.005314157 0.002665166 0.001477552
## demo$gender3 -0.042172705 -0.020648574 0.031282272 -0.020648574 -0.042172705
## demo$gender4 0.005258125 -0.008658910 -0.013739373 -0.008658910 0.005258125
## 36 37 38 39 40
## (Intercept) 0.104328818 0.078426352 0.085650966 0.05877936 0.0481919947
## demo$gender1 0.003642343 0.009830574 0.004808925 0.04527750 0.0412705502
## demo$gender2 -0.001960424 0.002665166 0.001477552 0.03224884 0.0300453606
## demo$gender3 -0.040499031 -0.020648574 -0.042172705 0.01439137 -0.0005729471
## demo$gender4 0.006782293 -0.008658910 0.005258125 -0.03313834 -0.0481919947
## 41 42 43 44 45
## (Intercept) 0.085650966 0.085650966 0.05414214 0.111504808 0.192464942
## demo$gender1 0.004808925 0.004808925 0.03605096 0.022250280 0.019084237
## demo$gender2 0.001477552 0.001477552 0.02872939 0.007257031 0.008102628
## demo$gender3 -0.042172705 -0.042172705 -0.03088632 0.028495192 0.029757280
## demo$gender4 0.005258125 0.005258125 -0.02975189 -0.016767966 -0.015994354
## 46 47 48 49 50
## (Intercept) 0.261518063 0.10806892 0.08107299 0.0481919947 0.0481919947
## demo$gender1 0.011273703 0.03490771 0.04010485 0.0412705502 0.0412705502
## demo$gender2 0.003356387 0.02445728 0.02345550 0.0300453606 0.0300453606
## demo$gender3 0.032599584 0.02013621 0.01892701 -0.0005729471 -0.0005729471
## demo$gender4 -0.011518063 -0.02698784 -0.02844141 -0.0481919947 -0.0481919947
## 51 52 53 54 55
## (Intercept) 0.085650966 0.05414214 0.08180077 0.085650966 0.156871250
## demo$gender1 0.004808925 0.03605096 0.03936198 0.004808925 0.001214340
## demo$gender2 0.001477552 0.02872939 0.02638171 0.001477552 -0.008756617
## demo$gender3 -0.042172705 -0.03088632 0.01819923 -0.042172705 -0.036871250
## demo$gender4 0.005258125 -0.02975189 -0.02916919 0.005258125 0.009795416
## 56 57 58 59 60
## (Intercept) 0.085650966 0.13335526 0.10554293 0.078426352 0.08888567
## demo$gender1 0.004808925 0.02952645 0.03393629 0.009830574 0.03030188
## demo$gender2 0.001477552 0.01581920 0.01785073 0.002665166 0.02247538
## demo$gender3 -0.042172705 0.02453948 0.02266220 -0.020648574 -0.02842055
## demo$gender4 0.005258125 -0.02224415 -0.02446185 -0.008658910 -0.02547103
## 61 62 63 64 65
## (Intercept) 0.06525155 0.104514347 0.08352610 0.139921044 0.085650966
## demo$gender1 0.02344798 0.003643876 0.04104542 0.001955360 0.004808925
## demo$gender2 0.01515327 -0.001405369 0.02987427 -0.007082257 0.001477552
## demo$gender3 -0.02888792 -0.040684560 0.01647390 -0.037880228 -0.042172705
## demo$gender4 -0.01763251 0.006596764 -0.03089452 0.009015126 0.005258125
## 66 67 68 69 70
## (Intercept) 0.07100276 0.085650966 0.05338522 0.085650966 0.085650966
## demo$gender1 0.03288202 0.004808925 0.03586955 0.004808925 0.004808925
## demo$gender2 0.02584056 0.001477552 0.02664005 0.001477552 0.001477552
## demo$gender3 -0.02338371 -0.042172705 -0.03012940 -0.042172705 -0.042172705
## demo$gender4 -0.03100276 0.005258125 -0.02899497 0.005258125 0.005258125
## 71 72 73 74 75
## (Intercept) 0.085650966 0.0481919947 0.156871250 0.143748432 0.156871250
## demo$gender1 0.004808925 0.0412705502 0.001214340 0.021939390 0.001214340
## demo$gender2 0.001477552 0.0300453606 -0.008756617 0.008871486 -0.008756617
## demo$gender3 -0.042172705 -0.0005729471 -0.036871250 0.014146305 -0.036871250
## demo$gender4 0.005258125 -0.0481919947 0.009795416 -0.032637321 0.009795416
## 76 77 78 79 80
## (Intercept) 0.068130615 0.085650966 0.085650966 0.140057974 0.085650966
## demo$gender1 0.037594746 0.004808925 0.004808925 0.001804264 0.004808925
## demo$gender2 0.025880077 0.001477552 0.001477552 -0.006520374 0.001477552
## demo$gender3 0.005040117 -0.042172705 -0.042172705 -0.038017157 -0.042172705
## demo$gender4 -0.042489589 0.005258125 0.005258125 0.008878197 0.005258125
## 81 82 83 84 85
## (Intercept) 0.085650966 0.078426352 0.078426352 0.06813604 0.06804811
## demo$gender1 0.004808925 0.009830574 0.009830574 0.03227666 0.03195233
## demo$gender2 0.001477552 0.002665166 0.002665166 0.02077616 0.02083667
## demo$gender3 -0.042172705 -0.020648574 -0.020648574 0.01757824 0.01766618
## demo$gender4 0.005258125 -0.008658910 -0.008658910 -0.02813604 -0.02804811
## 86 87 88 89 90
## (Intercept) 0.060191984 0.116607164 0.084176740 0.08180077 0.072727488
## demo$gender1 0.027984997 0.005906682 0.014551114 0.03936198 0.017842971
## demo$gender2 0.017735596 -0.001432278 0.006366817 0.02638171 0.013111734
## demo$gender3 0.000273132 -0.018734823 -0.011449468 0.01819923 -0.050505266
## demo$gender4 -0.035801740 -0.005496053 0.001537545 -0.02916919 -0.002960046
## 91 92 93 94 95
## (Intercept) 0.085650966 0.08107299 0.0481919947 0.076417711 0.0481919947
## demo$gender1 0.004808925 0.04010485 0.0412705502 0.025005533 0.0412705502
## demo$gender2 0.001477552 0.02345550 0.0300453606 0.011866649 0.0300453606
## demo$gender3 -0.042172705 0.01892701 -0.0005729471 0.009296574 -0.0005729471
## demo$gender4 0.005258125 -0.02844141 -0.0481919947 -0.036417711 -0.0481919947
## 96 97 98 99 100
## (Intercept) 0.0481919947 0.085650966 0.0601061778 0.05877936 0.161101198
## demo$gender1 0.0412705502 0.004808925 0.0276679664 0.04527750 0.024322460
## demo$gender2 0.0300453606 0.001477552 0.0177952069 0.03224884 0.009287745
## demo$gender3 -0.0005729471 -0.042172705 0.0003589384 0.01439137 0.028087991
## demo$gender4 -0.0481919947 0.005258125 -0.0357159339 -0.03313834 -0.018244056
## 101 102 103 104 105
## (Intercept) 0.085650966 0.085650966 0.0601061778 0.0481919947 0.05933934
## demo$gender1 0.004808925 0.004808925 0.0276679664 0.0412705502 0.03133143
## demo$gender2 0.001477552 0.001477552 0.0177952069 0.0300453606 0.02589681
## demo$gender3 -0.042172705 -0.042172705 0.0003589384 -0.0005729471 -0.05933934
## demo$gender4 0.005258125 0.005258125 -0.0357159339 -0.0481919947 -0.01172029
## 106 107 108 109 110
## (Intercept) 0.068130615 0.08168258 0.133485794 0.072727488 0.08168258
## demo$gender1 0.037594746 0.02017860 0.004825268 0.017842971 0.02017860
## demo$gender2 0.025880077 0.01098940 -0.007024891 0.013111734 0.01098940
## demo$gender3 0.005040117 -0.02121747 -0.016819127 -0.050505266 -0.02121747
## demo$gender4 -0.042489589 -0.01826795 -0.003051011 -0.002960046 -0.01826795
## 111 112 113 114 115
## (Intercept) 0.085650966 0.0481919947 0.11541169 0.13152042 0.16091148
## demo$gender1 0.004808925 0.0412705502 0.02581712 0.02773705 0.02296749
## demo$gender2 0.001477552 0.0300453606 0.01113174 0.01210409 0.01007355
## demo$gender3 -0.042172705 -0.0005729471 0.01279344 0.02637431 0.02827771
## demo$gender4 0.005258125 -0.0481919947 -0.03433061 -0.02040931 -0.01805433
## 116 117 118 119 120
## (Intercept) 0.0481919947 0.085650966 0.067368539 0.226177500 0.0481919947
## demo$gender1 0.0412705502 0.004808925 0.038144055 0.016543947 0.0412705502
## demo$gender2 0.0300453606 0.001477552 0.023044541 0.005224482 0.0300453606
## demo$gender3 -0.0005729471 -0.042172705 0.005802193 0.030965358 -0.0005729471
## demo$gender4 -0.0481919947 0.005258125 -0.041727513 -0.014056287 -0.0481919947
## 121 122 123 124 125
## (Intercept) 0.085650966 0.0481919947 0.085650966 0.16091148 0.1026487483
## demo$gender1 0.004808925 0.0412705502 0.004808925 0.02296749 0.0120702435
## demo$gender2 0.001477552 0.0300453606 0.001477552 0.01007355 0.0057625584
## demo$gender3 -0.042172705 -0.0005729471 -0.042172705 0.02827771 -0.0049743297
## demo$gender4 0.005258125 -0.0481919947 0.005258125 -0.01805433 -0.0002097239
## 126 127 128 129 130
## (Intercept) 0.085650966 0.139921044 0.670484718 0.090621339 0.085650966
## demo$gender1 0.004808925 0.001955360 -0.002294830 0.032031598 0.004808925
## demo$gender2 0.001477552 -0.007082257 0.002600713 0.016930569 0.001477552
## demo$gender3 -0.042172705 -0.037880228 0.021822974 0.009378661 -0.042172705
## demo$gender4 0.005258125 0.009015126 -0.003818051 -0.037989760 0.005258125
## 131 132 133 134 135
## (Intercept) 0.261518063 0.0481919947 0.140057974 0.0481919947 0.085650966
## demo$gender1 0.011273703 0.0412705502 0.001804264 0.0412705502 0.004808925
## demo$gender2 0.003356387 0.0300453606 -0.006520374 0.0300453606 0.001477552
## demo$gender3 0.032599584 -0.0005729471 -0.038017157 -0.0005729471 -0.042172705
## demo$gender4 -0.011518063 -0.0481919947 0.008878197 -0.0481919947 0.005258125
## 136 137 138 139 140
## (Intercept) 0.0601061778 0.085650966 0.068077535 0.06516778 0.085650966
## demo$gender1 0.0276679664 0.004808925 0.037420632 0.02313792 0.004808925
## demo$gender2 0.0177952069 0.001477552 0.025894951 0.01521200 0.001477552
## demo$gender3 0.0003589384 -0.042172705 0.005093197 -0.02880414 -0.042172705
## demo$gender4 -0.0357159339 0.005258125 -0.042436509 -0.01754873 0.005258125
## 141 142 143 144 145
## (Intercept) 0.16091148 0.085650966 0.085650966 0.118224138 0.0601061778
## demo$gender1 0.02296749 0.004808925 0.004808925 0.027711821 0.0276679664
## demo$gender2 0.01007355 0.001477552 0.001477552 0.017674382 0.0177952069
## demo$gender3 0.02827771 -0.042172705 -0.042172705 0.009980991 0.0003589384
## demo$gender4 -0.01805433 0.005258125 0.005258125 -0.037143056 -0.0357159339
## 146 147 148 149 150
## (Intercept) 0.085650966 0.078426352 0.670484718 0.0481919947 0.138723227
## demo$gender1 0.004808925 0.009830574 -0.002294830 0.0412705502 0.017869787
## demo$gender2 0.001477552 0.002665166 0.002600713 0.0300453606 0.004744802
## demo$gender3 -0.042172705 -0.020648574 0.021822974 -0.0005729471 0.030507542
## demo$gender4 0.005258125 -0.008658910 -0.003818051 -0.0481919947 -0.014398903
## 151 152 153 154 155
## (Intercept) 0.085650966 0.085650966 0.10806892 8.773243e-02 0.05877936
## demo$gender1 0.004808925 0.004808925 0.03490771 1.211263e-02 0.04527750
## demo$gender2 0.001477552 0.001477552 0.02445728 -4.393286e-06 0.03224884
## demo$gender3 -0.042172705 -0.042172705 0.02013621 9.941988e-03 0.01439137
## demo$gender4 0.005258125 0.005258125 -0.02698784 -2.431780e-02 -0.03313834
## 156 157 158 159 160
## (Intercept) 0.085650966 0.085650966 0.11737247 8.773243e-02 0.122529998
## demo$gender1 0.004808925 0.004808925 0.02882977 1.211263e-02 0.002886126
## demo$gender2 0.001477552 0.001477552 0.01400142 -4.393286e-06 -0.004619803
## demo$gender3 -0.042172705 -0.042172705 0.01083266 9.941988e-03 -0.039196665
## demo$gender4 0.005258125 0.005258125 -0.03629139 -2.431780e-02 0.007904785
## 161 162 163 164
## (Intercept) 0.0481919947 0.0481919947 0.078426352 0.263375561
## demo$gender1 0.0412705502 0.0412705502 0.009830574 0.014990968
## demo$gender2 0.0300453606 0.0300453606 0.002665166 0.005211617
## demo$gender3 -0.0005729471 -0.0005729471 -0.020648574 0.030742086
## demo$gender4 -0.0481919947 -0.0481919947 -0.008658910 -0.013375561
## 165 166 167 168 169
## (Intercept) 0.0481919947 0.072645650 0.07031161 0.226177500 0.0481919947
## demo$gender1 0.0412705502 0.017539580 0.03358698 0.016543947 0.0412705502
## demo$gender2 0.0300453606 0.013169610 0.02306213 0.005224482 0.0300453606
## demo$gender3 -0.0005729471 -0.050423427 -0.02269256 0.030965358 -0.0005729471
## demo$gender4 -0.0481919947 -0.002878208 -0.03031161 -0.014056287 -0.0481919947
## 170 171 172 173 174
## (Intercept) 0.085650966 0.085650966 0.0975975243 0.192649138 0.078426352
## demo$gender1 0.004808925 0.004808925 0.0069942783 0.020473813 0.009830574
## demo$gender2 0.001477552 0.001477552 0.0003492644 0.007265638 0.002665166
## demo$gender3 -0.042172705 -0.042172705 -0.0193366548 0.029573084 -0.020648574
## demo$gender4 0.005258125 0.005258125 -0.0066884334 -0.016178549 -0.008658910
## 175 176 177 178 179
## (Intercept) 0.16439860 0.05414214 0.13152042 0.06804811 0.13152042
## demo$gender1 0.02831008 0.03605096 0.02773705 0.03195233 0.02773705
## demo$gender2 0.01519233 0.02872939 0.01210409 0.02083667 0.01210409
## demo$gender3 0.02479059 -0.03088632 0.02637431 0.01766618 0.02637431
## demo$gender4 -0.02154146 -0.02975189 -0.02040931 -0.02804811 -0.02040931
## 180 181 182 183 184
## (Intercept) 0.0718203971 0.085650966 0.13152042 0.078426352 0.078426352
## demo$gender1 0.0154331706 0.004808925 0.02773705 0.009830574 0.009830574
## demo$gender2 0.0065109686 0.001477552 0.01210409 0.002665166 0.002665166
## demo$gender3 0.0009068756 -0.042172705 0.02637431 -0.020648574 -0.020648574
## demo$gender4 -0.0242013495 0.005258125 -0.02040931 -0.008658910 -0.008658910
## 185 186 187 188 189
## (Intercept) 0.085650966 0.085650966 0.05338522 0.140303364 0.085650966
## demo$gender1 0.004808925 0.004808925 0.03586955 0.002068861 0.004808925
## demo$gender2 0.001477552 0.001477552 0.02664005 -0.006048800 0.001477552
## demo$gender3 -0.042172705 -0.042172705 -0.03012940 -0.038262548 -0.042172705
## demo$gender4 0.005258125 0.005258125 -0.02899497 0.008632806 0.005258125
## 190 191 192 193 194
## (Intercept) 0.085650966 0.08107299 0.06813604 0.0481919947 0.079150944
## demo$gender1 0.004808925 0.04010485 0.03227666 0.0412705502 0.010006612
## demo$gender2 0.001477552 0.02345550 0.02077616 0.0300453606 0.004662904
## demo$gender3 -0.042172705 0.01892701 0.01757824 -0.0005729471 -0.021373166
## demo$gender4 0.005258125 -0.02844141 -0.02813604 -0.0481919947 -0.009383502
## 195 196 197 198 199
## (Intercept) 0.0481919947 0.0481919947 0.084176740 0.173683948 0.067368539
## demo$gender1 0.0412705502 0.0412705502 0.014551114 0.018348012 0.038144055
## demo$gender2 0.0300453606 0.0300453606 0.006366817 0.005951617 0.023044541
## demo$gender3 -0.0005729471 -0.0005729471 -0.011449468 0.015505241 0.005802193
## demo$gender4 -0.0481919947 -0.0481919947 0.001537545 -0.030826805 -0.041727513
## 200 201 202 203 204
## (Intercept) 0.067368539 0.085650966 0.085650966 0.085650966 0.085650966
## demo$gender1 0.038144055 0.004808925 0.004808925 0.004808925 0.004808925
## demo$gender2 0.023044541 0.001477552 0.001477552 0.001477552 0.001477552
## demo$gender3 0.005802193 -0.042172705 -0.042172705 -0.042172705 -0.042172705
## demo$gender4 -0.041727513 0.005258125 0.005258125 0.005258125 0.005258125
## 205 206 207 208 209
## (Intercept) 0.115584629 0.0481919947 0.05933934 0.060191984 0.085650966
## demo$gender1 0.005891738 0.0412705502 0.03133143 0.027984997 0.004808925
## demo$gender2 -0.004484938 0.0300453606 0.02589681 0.017735596 0.001477552
## demo$gender3 -0.017712289 -0.0005729471 -0.05933934 0.000273132 -0.042172705
## demo$gender4 -0.004473518 -0.0481919947 -0.01172029 -0.035801740 0.005258125
## 210 211 212 213 214
## (Intercept) 0.060191984 0.0481919947 0.06525155 0.13152042 0.072645650
## demo$gender1 0.027984997 0.0412705502 0.02344798 0.02773705 0.017539580
## demo$gender2 0.017735596 0.0300453606 0.01515327 0.01210409 0.013169610
## demo$gender3 0.000273132 -0.0005729471 -0.02888792 0.02637431 -0.050423427
## demo$gender4 -0.035801740 -0.0481919947 -0.01763251 -0.02040931 -0.002878208
## 215 216 217 218 219
## (Intercept) 0.085650966 0.085650966 0.085650966 0.076417711 0.156871250
## demo$gender1 0.004808925 0.004808925 0.004808925 0.025005533 0.001214340
## demo$gender2 0.001477552 0.001477552 0.001477552 0.011866649 -0.008756617
## demo$gender3 -0.042172705 -0.042172705 -0.042172705 0.009296574 -0.036871250
## demo$gender4 0.005258125 0.005258125 0.005258125 -0.036417711 0.009795416
## 220 221 222 223 224
## (Intercept) 0.085650966 0.0481919947 0.085650966 0.05933934 0.084176740
## demo$gender1 0.004808925 0.0412705502 0.004808925 0.03133143 0.014551114
## demo$gender2 0.001477552 0.0300453606 0.001477552 0.02589681 0.006366817
## demo$gender3 -0.042172705 -0.0005729471 -0.042172705 -0.05933934 -0.011449468
## demo$gender4 0.005258125 -0.0481919947 0.005258125 -0.01172029 0.001537545
## 225 226 227 228 229
## (Intercept) 0.261518063 0.091403806 0.05414214 0.0481919947 0.0481919947
## demo$gender1 0.011273703 0.031467053 0.03605096 0.0412705502 0.0412705502
## demo$gender2 0.003356387 0.019842514 0.02872939 0.0300453606 0.0300453606
## demo$gender3 0.032599584 0.008596194 -0.03088632 -0.0005729471 -0.0005729471
## demo$gender4 -0.011518063 -0.038772227 -0.02975189 -0.0481919947 -0.0481919947
## 230 231 232 233 234
## (Intercept) 0.11541169 0.205626421 0.06590818 0.085650966 0.085650966
## demo$gender1 0.02581712 0.014326708 0.02331662 0.004808925 0.004808925
## demo$gender2 0.01113174 0.003859746 0.01725451 0.001477552 0.001477552
## demo$gender3 0.01279344 0.016595801 -0.02954455 -0.042172705 -0.042172705
## demo$gender4 -0.03433061 -0.029155833 -0.01828914 0.005258125 0.005258125
## 235 236 237 238 239
## (Intercept) 0.05338522 0.13152042 0.140124978 0.118231860 0.079150944
## demo$gender1 0.03586955 0.02773705 0.002067748 0.027718272 0.010006612
## demo$gender2 0.02664005 0.01210409 -0.006582843 0.017691098 0.004662904
## demo$gender3 -0.03012940 0.02637431 -0.038084162 0.009973269 -0.021373166
## demo$gender4 -0.02899497 -0.02040931 0.008811192 -0.037150779 -0.009383502
## 240 241 242 243 244
## (Intercept) 0.076505649 0.0481919947 0.0481919947 0.156871250 0.085650966
## demo$gender1 0.025329855 0.0412705502 0.0412705502 0.001214340 0.004808925
## demo$gender2 0.011806141 0.0300453606 0.0300453606 -0.008756617 0.001477552
## demo$gender3 0.009208636 -0.0005729471 -0.0005729471 -0.036871250 -0.042172705
## demo$gender4 -0.036505649 -0.0481919947 -0.0481919947 0.009795416 0.005258125
## 245 246 247 248 249
## (Intercept) 0.08352610 0.123065448 0.076505649 0.104328818 0.0481919947
## demo$gender1 0.04104542 0.016764604 0.025329855 0.003642343 0.0412705502
## demo$gender2 0.02987427 0.004181383 0.011806141 -0.001960424 0.0300453606
## demo$gender3 0.01647390 0.016934552 0.009208636 -0.040499031 -0.0005729471
## demo$gender4 -0.03089452 -0.028328606 -0.036505649 0.006782293 -0.0481919947
## 250 251 252 253 254
## (Intercept) 0.085650966 0.156871250 0.085650966 0.05877936 0.156871250
## demo$gender1 0.004808925 0.001214340 0.004808925 0.04527750 0.001214340
## demo$gender2 0.001477552 -0.008756617 0.001477552 0.03224884 -0.008756617
## demo$gender3 -0.042172705 -0.036871250 -0.042172705 0.01439137 -0.036871250
## demo$gender4 0.005258125 0.009795416 0.005258125 -0.03313834 0.009795416
## 255 256 257 258 259
## (Intercept) 0.0481919947 0.16122120 0.085650966 0.261518063 0.0481919947
## demo$gender1 0.0412705502 0.02395300 0.004808925 0.011273703 0.0412705502
## demo$gender2 0.0300453606 0.01001721 0.001477552 0.003356387 0.0300453606
## demo$gender3 -0.0005729471 0.02796799 -0.042172705 0.032599584 -0.0005729471
## demo$gender4 -0.0481919947 -0.01836406 0.005258125 -0.011518063 -0.0481919947
## 260 261 262 263 264
## (Intercept) 0.261518063 0.06525155 0.226177500 0.226177500 0.085650966
## demo$gender1 0.011273703 0.02344798 0.016543947 0.016543947 0.004808925
## demo$gender2 0.003356387 0.01515327 0.005224482 0.005224482 0.001477552
## demo$gender3 0.032599584 -0.02888792 0.030965358 0.030965358 -0.042172705
## demo$gender4 -0.011518063 -0.01763251 -0.014056287 -0.014056287 0.005258125
## 265 266 267 268 269
## (Intercept) 0.085650966 0.085650966 0.0481919947 0.085650966 0.09868111
## demo$gender1 0.004808925 0.004808925 0.0412705502 0.004808925 0.01689601
## demo$gender2 0.001477552 0.001477552 0.0300453606 0.001477552 0.00867112
## demo$gender3 -0.042172705 -0.042172705 -0.0005729471 -0.042172705 0.02512842
## demo$gender4 0.005258125 0.005258125 -0.0481919947 0.005258125 -0.01868111
## 270 271 272 273 274
## (Intercept) 0.06116782 0.078426352 0.261518063 0.085650966 0.08107299
## demo$gender1 0.04034960 0.009830574 0.011273703 0.004808925 0.04010485
## demo$gender2 0.02989378 0.002665166 0.003356387 0.001477552 0.02345550
## demo$gender3 -0.01354877 -0.020648574 0.032599584 -0.042172705 0.01892701
## demo$gender4 -0.02116782 -0.008658910 -0.011518063 0.005258125 -0.02844141
## 275 276 277 278 279
## (Intercept) 0.078426352 0.085650966 0.16389809 0.08185545 0.192455613
## demo$gender1 0.009830574 0.004808925 0.02498543 0.03954031 0.019076682
## demo$gender2 0.002665166 0.001477552 0.01701546 0.02636744 0.008082196
## demo$gender3 -0.020648574 -0.042172705 0.02529110 0.01814455 0.029766609
## demo$gender4 -0.008658910 0.005258125 -0.02104095 -0.02922387 -0.015985025
## 280 281 282 283 284
## (Intercept) 0.08180077 0.085650966 0.085650966 0.0718203971 0.060191984
## demo$gender1 0.03936198 0.004808925 0.004808925 0.0154331706 0.027984997
## demo$gender2 0.02638171 0.001477552 0.001477552 0.0065109686 0.017735596
## demo$gender3 0.01819923 -0.042172705 -0.042172705 0.0009068756 0.000273132
## demo$gender4 -0.02916919 0.005258125 0.005258125 -0.0242013495 -0.035801740
## 285 286 287 288 289
## (Intercept) 0.06516778 0.156871250 0.0718203971 0.122851352 0.139921044
## demo$gender1 0.02313792 0.001214340 0.0154331706 0.002733224 0.001955360
## demo$gender2 0.01521200 -0.008756617 0.0065109686 -0.003502840 -0.007082257
## demo$gender3 -0.02880414 -0.036871250 0.0009068756 -0.039518018 -0.037880228
## demo$gender4 -0.01754873 0.009795416 -0.0242013495 0.007583431 0.009015126
## 290 291 292 293 294
## (Intercept) 0.085650966 0.085650966 0.0601061778 0.072645650 0.067368539
## demo$gender1 0.004808925 0.004808925 0.0276679664 0.017539580 0.038144055
## demo$gender2 0.001477552 0.001477552 0.0177952069 0.013169610 0.023044541
## demo$gender3 -0.042172705 -0.042172705 0.0003589384 -0.050423427 0.005802193
## demo$gender4 0.005258125 0.005258125 -0.0357159339 -0.002878208 -0.041727513
## 295 296 297 298 299
## (Intercept) 0.06599196 0.0481919947 0.156871250 0.06599196 0.104328818
## demo$gender1 0.02362668 0.0412705502 0.001214340 0.02362668 0.003642343
## demo$gender2 0.01719578 0.0300453606 -0.008756617 0.01719578 -0.001960424
## demo$gender3 -0.02962832 -0.0005729471 -0.036871250 -0.02962832 -0.040499031
## demo$gender4 -0.01837291 -0.0481919947 0.009795416 -0.01837291 0.006782293
## 300 301 302 303 304
## (Intercept) 0.085650966 0.0481919947 0.085650966 0.090676023 0.077108867
## demo$gender1 0.004808925 0.0412705502 0.004808925 0.032209922 0.024300569
## demo$gender2 0.001477552 0.0300453606 0.001477552 0.016916298 0.014645081
## demo$gender3 -0.042172705 -0.0005729471 -0.042172705 0.009323977 0.008605419
## demo$gender4 0.005258125 -0.0481919947 0.005258125 -0.038044444 -0.037108867
## 305 306 307 308 309
## (Intercept) 0.091800821 0.078426352 0.19234037 0.19460838 0.08180077
## demo$gender1 0.025293277 0.009830574 0.01946538 0.02238345 0.03936198
## demo$gender2 0.017728234 0.002665166 0.00734778 0.01123372 0.02638171
## demo$gender3 -0.006086535 -0.020648574 0.02988185 0.02761385 0.01819923
## demo$gender4 -0.011800821 -0.008658910 -0.01586979 -0.01813779 -0.02916919
## 310 311 312
## (Intercept) 0.068130615 0.085650966 0.201984721
## demo$gender1 0.037594746 0.004808925 0.011545329
## demo$gender2 0.025880077 0.001477552 0.004883511
## demo$gender3 0.005040117 -0.042172705 -0.012795532
## demo$gender4 -0.042489589 0.005258125 -0.013413292
##
## $f.perms
## [,1]
## [1,] 1.28523699
## [2,] 0.60437660
## [3,] 0.98245057
## [4,] 0.97698462
## [5,] 0.24564493
## [6,] 0.21283333
## [7,] 0.98063052
## [8,] 0.58804902
## [9,] 0.39409999
## [10,] 0.21055150
## [11,] 1.25087172
## [12,] 1.41179937
## [13,] 0.38480867
## [14,] 0.22551571
## [15,] 0.39058063
## [16,] 0.36014226
## [17,] 1.12769551
## [18,] 0.71233303
## [19,] 0.49429268
## [20,] 0.68276245
## [21,] 0.30768618
## [22,] 0.42467050
## [23,] 0.44304156
## [24,] 0.48336556
## [25,] 0.52855009
## [26,] 0.24243197
## [27,] 1.32224724
## [28,] 1.16622041
## [29,] 0.19127812
## [30,] 0.50933606
## [31,] 1.44196863
## [32,] 1.24925682
## [33,] 0.78784530
## [34,] 0.74740466
## [35,] 0.20168282
## [36,] 0.42207464
## [37,] 0.54945907
## [38,] 0.40983611
## [39,] 1.02433121
## [40,] 1.13033538
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## [790,] 0.45100211
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## [800,] 0.19383537
## [801,] 0.79996453
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## [803,] 0.12611984
## [804,] 0.53205315
## [805,] 1.42875305
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## [807,] 0.45925796
## [808,] 8.35192141
## [809,] 0.92346902
## [810,] 0.70609527
## [811,] 0.28193359
## [812,] 0.27840356
## [813,] 1.55471876
## [814,] 1.23958866
## [815,] 0.92250593
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## [817,] 1.34525623
## [818,] 2.77000814
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## [820,] 0.64541770
## [821,] 1.03736538
## [822,] 2.15546187
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## [827,] 0.27148964
## [828,] 0.64528905
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## [830,] 0.59240822
## [831,] 0.62151018
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## [844,] 1.03969382
## [845,] 1.74793890
## [846,] 0.47614993
## [847,] 1.54709530
## [848,] 0.16285482
## [849,] 0.75698930
## [850,] 0.36789637
## [851,] 0.44901078
## [852,] 0.64210114
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## [854,] 21.43926456
## [855,] 0.93820529
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## [858,] 0.84804584
## [859,] 0.27621224
## [860,] 1.13642500
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## [863,] 0.43703151
## [864,] 0.46030255
## [865,] 0.88300883
## [866,] 0.88144406
## [867,] 1.73186199
## [868,] 0.33603037
## [869,] 0.25316909
## [870,] 1.39254042
## [871,] 1.32661129
## [872,] 0.97188862
## [873,] 0.25820578
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## [877,] 0.60715634
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## [882,] 22.30217541
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## [887,] 0.76293472
## [888,] 0.47913811
## [889,] 0.34073172
## [890,] 0.63364676
## [891,] 1.44351407
## [892,] 0.61889735
## [893,] 0.25202624
## [894,] 0.42965579
## [895,] 0.65595773
## [896,] 0.24549846
## [897,] 0.25418603
## [898,] 0.20841372
## [899,] 0.40706879
## [900,] 0.18656145
## [901,] 0.27768505
## [902,] 0.99762138
## [903,] 0.40995977
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## [905,] 0.69383557
## [906,] 1.50371389
## [907,] 1.40005428
## [908,] 1.46136189
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## [911,] 0.48709262
## [912,] 1.36251722
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## [925,] 1.39535125
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## [928,] 0.39022839
## [929,] 0.70081985
## [930,] 0.38037674
## [931,] 1.74954921
## [932,] 1.01144383
## [933,] 0.22062059
## [934,] 0.56881822
## [935,] 1.64406922
## [936,] 0.58914224
## [937,] 0.37358070
## [938,] 0.68711864
## [939,] 0.44403167
## [940,] 0.26831000
## [941,] 0.69550666
## [942,] 0.28960616
## [943,] 0.81126394
## [944,] 0.65156801
## [945,] 0.56759328
## [946,] 0.36093862
## [947,] 0.43952316
## [948,] 0.53280796
## [949,] 0.22761749
## [950,] 2.14262513
## [951,] 0.38953731
## [952,] 0.33011135
## [953,] 0.45536543
## [954,] 0.69624482
## [955,] 0.46202050
## [956,] 0.63771157
## [957,] 0.43431603
## [958,] 0.71519139
## [959,] 0.20623804
## [960,] 1.44608236
## [961,] 0.60221752
## [962,] 0.82802527
## [963,] 1.28733003
## [964,] 0.57036012
## [965,] 0.34949501
## [966,] 0.60087371
## [967,] 1.32655462
## [968,] 0.25059541
## [969,] 0.49169186
## [970,] 0.38116421
## [971,] 0.50438039
## [972,] 1.05681951
## [973,] 0.73721578
## [974,] 0.29638095
## [975,] 0.75467135
## [976,] 2.37033810
## [977,] 0.39312268
## [978,] 0.33251374
## [979,] 0.29648691
## [980,] 0.30899161
## [981,] 0.51205823
## [982,] 0.53465746
## [983,] 8.54094504
## [984,] 0.35877212
## [985,] 0.45796278
## [986,] 0.62585961
## [987,] 0.78743046
## [988,] 0.83433829
## [989,] 0.47542982
## [990,] 0.46510605
## [991,] 1.52564291
## [992,] 0.20027201
## [993,] 0.12540674
## [994,] 0.82467901
## [995,] 0.60120148
## [996,] 0.27908299
## [997,] 0.92215858
## [998,] 22.34357036
## [999,] 0.32615029
##
## $model.matrix
## (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1 1 0 1 0 0
## 2 1 -1 -1 -1 -1
## 3 1 1 0 0 0
## 4 1 1 0 0 0
## 5 1 1 0 0 0
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## 105 1 1 0 0 0
## 106 1 1 0 0 0
## 107 1 1 0 0 0
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## 110 1 0 1 0 0
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## 112 1 1 0 0 0
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## 204 1 1 0 0 0
## 205 1 0 1 0 0
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## 207 1 0 0 1 0
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## 210 1 0 1 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
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## 214 1 1 0 0 0
## 215 1 0 1 0 0
## 216 1 1 0 0 0
## 217 1 0 1 0 0
## 218 1 0 1 0 0
## 219 1 0 1 0 0
## 220 1 1 0 0 0
## 221 1 1 0 0 0
## 222 1 1 0 0 0
## 223 1 1 0 0 0
## 224 1 1 0 0 0
## 225 1 1 0 0 0
## 226 1 1 0 0 0
## 227 1 1 0 0 0
## 228 1 1 0 0 0
## 229 1 1 0 0 0
## 230 1 0 1 0 0
## 231 1 1 0 0 0
## 232 1 1 0 0 0
## 233 1 1 0 0 0
## 234 1 0 1 0 0
## 235 1 0 1 0 0
## 236 1 0 1 0 0
## 237 1 0 1 0 0
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## 239 1 1 0 0 0
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## 242 1 1 0 0 0
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## 244 1 1 0 0 0
## 245 1 0 1 0 0
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## 250 1 1 0 0 0
## 251 1 0 1 0 0
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## 256 1 0 1 0 0
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## 258 1 0 1 0 0
## 259 1 0 0 0 1
## 260 1 1 0 0 0
## 261 1 0 1 0 0
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## 264 1 1 0 0 0
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## 270 1 1 0 0 0
## 271 1 0 1 0 0
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## 276 1 0 1 0 0
## 277 1 0 1 0 0
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## 283 1 0 1 0 0
## 284 1 1 0 0 0
## 285 1 1 0 0 0
## 286 1 0 1 0 0
## 287 1 1 0 0 0
## 288 1 1 0 0 0
## 289 1 0 1 0 0
## 290 1 1 0 0 0
## 291 1 1 0 0 0
## 292 1 1 0 0 0
## 293 1 1 0 0 0
## 294 1 1 0 0 0
## 295 1 0 1 0 0
## 296 1 1 0 0 0
## 297 1 1 0 0 0
## 298 1 1 0 0 0
## 299 1 0 1 0 0
## 300 1 1 0 0 0
## 301 1 0 1 0 0
## 302 1 1 0 0 0
## 303 1 0 1 0 0
## 304 1 1 0 0 0
## 305 1 1 0 0 0
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## 308 1 1 0 0 0
## 309 1 0 1 0 0
## 310 1 0 1 0 0
## 311 1 0 1 0 0
## 312 1 1 0 0 0
##
## $terms
## sci_comm_orient ~ demo$gender
## attr(,"variables")
## list(sci_comm_orient, demo$gender)
## attr(,"factors")
## demo$gender
## sci_comm_orient 0
## demo$gender 1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to major.
Ultimately, what we can understand from all of this is that gender
does not have a significant influence on the questions that were asked.
In summary, let’s take a look at the running list we are making of
which questions were significant and not according to demographics: